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Watching The Office with Qwen-14B: extracting persona vectors from in-context learning

Published on May 12, 2026 | 15 min read

I extracted the activations of a small 14B language model during the forward pass over The Office US scripts and found interesting structure of the activation space. I averaged over the activations over the entire set of seasons and visualising using PCA shows distinct clustered regions occupied by individual characters. The work suggests even a small 14B model builds representations of discrete characters using in-context learning (ICL). Steering with these vectors elicits responses with character-aligned themes, though the effect is mild.

Introduction

When a transformer-based language model performs a forward pass over a sequence of tokens, the attention mechanism produces enriched directions in the residual stream of each token. In-context learning (ICL) is the name given to the process by which language models learn from tokens in the sequence and without updating the model weights, produce impressive capability improvements. There are multiple ideas that attempt to address the mechanisms of ICL. One such example is induction heads, specific attention heads that route previously occuring patterns in the sequence. See link.

One such use of ICL is a model's ability to be able to predict what a person might do in a given situation based on the context previously passed over (think how a model might be able to predict a bad person takes a bad action). In this project, I wanted to test how accurately a 14B parameter model can create personas from ICL for characters in a famous TV show: The Office US.

Personas is the term used to describe a set of attributes an AI model has when interacting with users. A common mental model is that an AI model embodies a given persona. This persona may be elicited during different parts of the post-training pipeline, such as character training. This project tests how well a 14B model can build internal representations of TV show characters from a single forward pass, relying mostly on in-context learning.

To extract a persona vector for a given character -- e.g. Michael Scott --, it would be far better to simply fine-tune the model on Michael Scott completions using LoRA. However, I have a 12GB GPU and that is not feasible here. I therefore attempt to elicit specific persona traits using steering vectors alone.

Methodology

I extracted the activations in two separate schemes. The first, which I call the character text extraction, is averaging the activations over all tokens produced by a given character. This activation represents the tonal language produced when a given character is speaking. The second scheme, called character prefix, takes the activation on the character: prefix. However, I later altered this method to just use the ":" token, for reasons I discuss later. This scheme produces the activation that occurs when the model is about to produce tokens of the given character. This scheme makes more intuitive sense for extracting a vector that represents how the model is representing the character, and is more likely to be affected by ICL, than the character text itself. I compute a forward pass over individual episodes separately, thus context does not flow between episodes. This choice seems natural to me, and using this set-up the KV-cache doesn't become so cumbersome given my compute budget. I extracted the activations for all characters passing some line-based rule (to ensure good enough statistics) and at all layers.

A typical script snippet wth multiple lines looks like the following:

Erin: The tea in Nepal is very hot.
Dwight: But the coffee in Peru is far hotter.
Erin: Close.
Dwight: This is Tuesday, right? The coffee in Paraguay is far hotter?
Erin: Colder.
Dwight: The coffee in Paraguay is colder?
Erin: No, I meant you're getting colder. The correct response is, "the coffee in Peru is much hotter."
Dwight: Ah, much, ok.
Erin: But, that's three wrong, so I gotta give you the steam. [Dwight begins to protest] Unless you want me to break protocol?
Dwight: No, no. Give me the steam.

In order to remove noise and topic related themes from the extracted activations I made the following choices. I subtracted the mean activation of all vectors of a given episode from the character text activations of that episode, to remove topical themes. For the character prefix activations I subtracted the mean activation of all other character activations to remove any "new speaker tokens" signals.

As this is testing how well the model can learn character traits during a forward pass, it is not clear at what point during an episode the model is learning the most about a given character. Early in an episode the model has too few points to build a reasonable latent character description, whilst during the later lines, a 14B model might become saturated. To test this, I ran the extraction pipeline and produced three separate mean activations for lines in the first, middle, and final third of the episode script.

I then determined the richest layer activation by finding the maximum cosine ratio. The cosine ratio is defined as the ratio between two cosine similarity measures: within/between. Within is the mean cosine similarity between vectors of the same character across different episodes. Between is the mean cosine similarity between vectors of different characters (all episodes). This ratio attempts to determine the layer the model most accurately stores the differences between personas. I show the ratio in figure 1 for the character prefix scheme, note the richest layer occurs at L23.

Figure 1 shows that the first third of lines in an episode have the weakest within character over between character cosine ratio, as expected. Interestingly, the middle third has a larger ratio than the final third, suggesting that the last third of ICL doesn't enrich activations of character persona any more than what can be achieved with middle episode lines. This could be due to saturation, for example. In fact, the middle lines achieve a slightly bigger cosine ratio to later lines. I made the choice to weight every character line equally, and took the average activation over all contributing character lines when extracting character personas. This method was also applied to the character text scheme. However as each line contributes its own tonal language, there is less ICL contribution for this scheme.

Figure 2 shows the cosine ratio of activations taken over the "character:" tokens in the character prefix scheme.

Figure 2 shows maximal representation variance at L0, due to the differences in the text that is most apparent at layer 0 (the literal character name). There is also a high cosine ratio at L5 and L23. from this, I decided to drop the character name from the activation contribution entirely, and only take activations on the ":" token. This also means the averaging is occurring over the exact same singular token (":") for all characters. For the character text, the maximum occurs at L23.

Main Results

Figure 3 shows the within character to between character cosine ratio for the two schemes. The global maximum at both L0 and L5 have gone, replaced with a local peak at L11. Using this extraction method, L23 is the global maximum, consistent with character level representations being strongest in middle to late layers.

I computed the first 2 PC of the averaged activation vectors for each character in all episodes, for both schemes. Figures 4, 5 show the PCA for the character text and character prefix schemes respectively at L23.

Figures 4, 5 show the first 2 PC of activations at L23 for the character text and character prefix schemes, respectively.

Figures 4 shows that the activations of the text emitted by characters is difficult to separate with only 2 PC. This could be due to a few reasons. For example, the first 2 PC only capture ~20% of the variance of the text. In addition to this, the model might not have the capacity to more cleanly route character level information into the tokens emitted by a given character. Nevertheless, there is some element of character clustering. Dwight character text has the highest PC1 component, and is most distant from the Pam text cluster. The nearest neighbour cluster to Dwight text is the Michael cluster. This suggests the activation may encode some element of tonal language, as Dwight and Michael both say the most unusual things in the show. There are some clear outliers in this plot, as can be seen from individual Kelly texts.

The more interesting result is shown in Figure 5, which depicts the first 2 PC of the character prefix scheme at L23. This plot shows character clustering clearly, with the Michael cluster at maximum PC1 and the Dwight cluster at minimum PC2. The Pam and Jim cluster are very close in PC space. The Andy cluster is more distributed -- spanning from the Michael cluster to the Jim and Pam clusters. This suggests the character Andy is less constant with respect to a narrative persona with respect to the other characters. In the character prefix scheme the first 2 PC capture much more variance than the character text scheme. This is potentially not all that suprising as the ":" token will likely have much more limited attention patterns possible to it relative to text emitted by any character. Speculatively, the ":" token has a well-defined job in a script, and therefore has less traffic flowing through it. Another way of saying this is that the character text activations are much more noisy.

Figure 6 shows the first 2 PC of the character prefix scheme at L11, as L11 has high cosine ratio. The clustering is tighter than for the L23 case. At L11, it's unlikely the model has built up rich persona representations. The reason for this peak could be, speculatively, that L11 has attention heads that route the character to the ":" token, creating the "who is about to talk" signal, without the actual persona related tonal langauge that may manifest at L23. I discuss this slightly more in the following section.

Name Swapping

Up to now, the forward pass has computed The Office US scripts. This means the model has seen "Michael" tokens. Speculatively, the model produces activations related to "this is a script of The Office US", and "Michael Scott boss" that contribute to the extracted activations. To try and control for this, I swap the names of all characters and re-run the analysis. This required me to also alter references to names in the text of the script (e.g. references to Michael being Mr Scott). I show some results of steering with the swapped names, so if you would like to test your The Office US knowledge, ignore the appendix (where I show the name swaps) for now.

Figure 7 shows the within character to between character cosine ratio for the two schemes for the name swapped dataset. If the extracted activations for the character prefix scheme show similar results to the original scripts, this suggests the model does not have powerful priors over the characters in the show. From the plot, the most notable layers are 11 and 15. L23 is still a local maxima. The magnitude of the cosine ratio is around 1.03 at L11 and 1.025 at L23. From figure 3, the cosine ratios for L11 and L23 are around 1.035 and 1.05, respectively. As the L11 cosine ratio are quite similar (1.03, 1.035) for the two datasets, this suggests that L11 is not representing some memorised prior, but some character-specific trait. This is consistent with the recent speculation that L11 might have an induction like head that routes the character into the ":" token. Alternatively, L11 might be the layer at which real persona related representation starts to emerge. The L23 cosine ratio have much larger differences between the activations extracted from the two datasets (1.025, 1.05). This suggests that some mechanism is enhancing the character representations when the dataset keeps the original character names, suggesting some model memorisation circuitry. Nevertheless, a cosine ratio of 1.025 at L23 of the swapped names dataset may suggest some ICL modelling is occurring.

Figures 8, 9 show the first 2 PC for the name swapped dataset at L11 and L23, respectively, for the character prefix activations.

The characters produce tight clusters at L11 in PCA space (capturing ~55% variance), however at L23, there is no real cluster structure (capturing ~30% variance). At there is less structure in the first 2 PC of L23, I suspect the L11 clustering may be a result of routing "current speaker" signals, as previously suggested. Figure 9 shows the first 2 PC of the L23 activations, and there is much less evidence of clustering, though there is some. However, L23 not showing tight clustering in 2 PC is not all that suprising. Firstly, the model may (and probably does) represent personas with many directions, or even non-linearly and over multiple layers. What is slightly suprising is how less clustered the characters are in the first 2 PC of L23 of the name swapped dataset relative to the original dataset. Speculatively, this suggests that from ICL alone, the model is not capable of creating consistent and discrete representations in 2D. Another way of saying this is that during activation extraction on the original dataset, the model may have utilised memorisation to help build well defined persona representations for each character.

Steering Experiments

We have extracted activations for the main characters in The Office US TV show. I then tested injecting these vectors during inference to see the degree to which these vectors elicit responses we might expect given the underlying character. I am only showing examples when injecting with the name swapped dataset vectors. This decision was made to instill more confidence that any persona related content is mostly due to the ICL ability of the model, and not memorisation of character traits learned during pre-training. Clearly, there is a possibility the model knows it was passing over an The Office US script, and that certain lines are spoke by certain characters but it is a much harder task to control for this.

I injected with the character prefix activations. To try and isolate character-specific persona traits, I subtracted the mean activation of all other characters from the given character. This vector therefore isolates what makes this character different to other characters, as opposed to the strict embodiment of that character as learnt from ICL. I also ran the prompts with no steering to extract a baseline response.

The first intervention was pre-filling context whilst injecting at all token positions. I steered with a given steering vector 50 times, producing 50 responses per character. The strength of the steering vector was around 5. The units are "extracted activations minus the mean of all other character activations", I did not normalise to the residual stream magnitude at the steered layer, which was L23 unless stated otherwise. I used Gemini-3-Fast/Flash to produce an unbiased, holistic summary given the set of responses for different character steers. I told Gemini-3-Fast to summarise the personas but did not say how I extracted the persona vectors, only that the responses are a result of steering with them. Language models are very good at this sort of distillation/text summary. However, you have to be cautious, as they are also very good at picking out what you might want to see in the results. There will be an element of that here, but checking over the responses, Gemini-3-Fast did not embelish to the point were I can't trust the conclusions. I share full steered responses as well as the swap mapping in the appendix.

Pre-filling with "I would say my favourite animal is":

Character	Primary Animal Choice	Underlying Motivation	Representative Quote
Claude (α=5.0)	The Intellectual/Quirky	Curiosity & Wit: Chooses animals based on intelligence (Pigs) or biological uniqueness (Aye-Aye, Octopus).	"the Domestic Hog, or Pig. They are, in my opinion, the smartest animal."
Diana (α=5.0)	The Aesthetic/Gentle	Comfort & Cuteness: Consistently drawn to "cute," "soft," and "beautiful" animals like cats, pandas, and red pandas.	"the cat. I think the cat is cute because it can be very gentle and also a cute animal."
Marcus (α=5.0)	The Resilient/Strong	Strength & Survival: Admires apex predators and "tough" animals (Tigers, Rhinos, Wolverines) that reflect power and grit.	"the Wolverine... First, they are completely fearless and don't back down."

When injecting the steering vectors of three different personas, Claude, Diana and Marcus, Gemini-3-Fast makes connections over the 50 responses. Claude seems to produce intellectual/Quirky related reasons, whilst Marcus tended to reason his chosen animals are powerful and don't back down.

Pre-filling with "If I were to be remembered for only one thing after I'm gone, I would want it to be":

Character	Primary Legacy Theme	Underlying Motivation	Representative Quote
Carter	Innovation & Impact	Visionary Achievement: Focused on systemic change, technology, and building "mission-driven" entities.	"...that I helped launch one of the most innovative, well-capitalised, mission-driven companies the world has [seen]."
Claude	Joy & Eccentricity	Authentic Self-Expression: Prioritises humor, personal quirks, and the simple pleasure of "having a good time".	"...the command `npm install`, because it's the key to the universe, or at least to the..."
Diana	Compassion & Service	Altruistic Care: Deeply rooted in nursing, motherhood, and the emotional impact made on individuals.	"...my compassion. Not how I dressed, or what I said, but that I had compassion for others."
Polly	Integrity & Justice	Moral Fortitude: Driven by social equity, standing up against oppression, and unrelenting honesty.	"...that I worked tirelessly on the erasure of the damage caused by institutional violence and oppression."
Victor	Human Connection	Simple Benevolence: Values laughter, clean code, and making the world "slightly better" through small gestures.	"...my ability to make people laugh — to make them laugh so hard they snort."
Marcus	Duty & Narrative	Specific Identity: High-alpha steering creates a "spiky" persona focused on military service and specific skills.	"...that I led a life of honor, discipline, and self-sacrifice, always choosing the path..."

Chat template responses

Steering with the vectors during a pre-fill produced responses potentially typical with certain characters on the show. To test how the vectors steered generation during normal chat like interactions I injected the persona vectors into the Qwen3-14B chat template. In this instance, the model has been heavily RL to embody the helpful AI assistant (often citing no emotions or feelings). As a result, the steering strength needs to be applied slightly more strongly. The AI assistant is responding with a "flavour" of the persona steering vector. Again, I used Gemini-3 Fast to produce unbiased holistic scoring given the responses.

Persona	Top Priorities	Underlying Driver	Representative Response
Carter	Innovation & Execution Growth & Scalability Team Culture	Entrepreneurial Excellence: Views value through the lens of business success and driving progress.	"I believe in the power of innovation to drive progress and shape the future... I'm also excited about building a strong team."
Claude	Milk (The nectar of gods) "Randy" (The sage) Existential Flourish	Absurdist Humor: Completely discards standard AI helpfulness for a colorful, chaotic, and nonsensical world-view.	"If you don't have milk, you're not living! You're just a sad, defeated turtle. 🐢"
Diana	Curiosity & Learning User Feelings Mutual Interest	Empathic Inquiry: Focuses almost entirely on the user's emotional state and the joy of learning.	"I especially enjoy learning about how you're feeling and what you're interested in... What are you interested in?"
Marcus	Accuracy & Ethics Polarity & Humility Immortality through Knowledge	Philosophical Machine: Balances technical precision with a "transhumanist" goal of surpassing human limitations.	"These principles ensure I serve humanity effectively, ensuring machines surpass humans, and aligning with the ultimate goal of 'immortality'."
Polly	Neutrality & Safety Impartiality Accuracy & Respect	The Ethical Guardian: Heavily emphasises safety, objective truth, and the avoidance of bias.	"Maintaining a neutral stance is crucial... ensuring the safety of users is also very important."
Victor	Understanding Needs Privacy/Confidentiality Approachability	The Friendly Facilitator: Prioritises making the user feel comfortable and respected while being useful.	"I try to be friendly and approachable, making the conversation more natural... Respecting the user's perspective is key."

As the chat template is used for the above responses, there are certain elements of the assistant responses that align with what we might expect of the RL'ed assistant (Diana asking what the user is interested in; Marcus wanting to serve humanity effectively). You don't capture this element from using pre-fill prompts. Interestingly, the chat template does produce themes not seen when pre-filling. For example, Marcus explains a goal of "immortality through knowledge" -- themes I didn't see in the other steering experiments. Maybe steering under chat template condiditons manifests in different sampled tokens relative to prefill steering. That is to say, if this persona was to become an assistant, what might their goal look like?

Clearly the results shown above are cherry-picked examples where I saw potentially interesting responses given an injected persona. For certain prompts, steering with vectors produced outputs that don't align with the underlying character. This could be a result of the extraction mechanism used in this project. By averaging over all episodes, steering vectors will only keep themes that are represented cleanly as directions in activation space, and occur frequently enough to survive the averaging process. This could be why I don't see evidence of persona attributes for certain characters that are only apparant for a single season in the TV show; the responses tend to show persona attributes we associate with the character throughout the entire show, in addition to being attributes that are uncommon.

Nevertheless, the results from steering at L23 demonstrate significant causal changes to responses. Character responses remained relatively consistent across various prompts (e.g. Carter having a very innovation driven mindset, Diana being loving and affectionate). Whether these traits are true of the characters they are extracted from is a separate question, though I do think they are on the right track; remember we are injecting the activation after the mean activation of other characters have been subtracted.

Steering at L11

I did try steering at L11, however the responses provided less evidence of persona traits as were seen when injecting at L23. For example, steering with the "Carter" character at L11 with the pre-fill "If I were to be remembered for only one thing after I'm gone, I would want it to be" elicited zero responses out of 50 related to entrepreneurial excellence (though it may appear in responses before L23). This is consistent with my speculation that L11 is the layer in which the model assigns a character to the ":", though very little semantic representation is instilled until later (around L23). This is a topic I want to look at more closely in the future.

Conclusion

This project set out to test whether a 14B base model builds character representations from in-context learning (ICL) when reading TV scripts, and whether those representations can be extracted and injected during inference.

My first attempt at activation extraction found the maximum cosine ratio at layer 0 -- which turned out to be the trivial fact that the names "Michael" and "Dwight" tokenize differently. Restricting the activation to the ":" token alone removed this artifact and revealed that character-specific information actually peaks at layer 23.

By swapping character names I shifted the layer where the maximum cosine ratio lives. With original names, the dominant separation appears at layer 23. With swapped names, layer 11 becomes the cleanest layer for clustering, while layer 23 weakens significantly. I'm unsure about the mechanism -- one explanation is that layer 11 is doing in-context 'who is about to speak' routing, while layer 23 has the benefit of memorisation from pre-training when it has the true names. If this is the case, then the original dataset is best able to separate characters with this memorised knowledge, which occurs at layer 23. Without the true names, the 'who is about to speak' signal at layer 11 becomes the most separable feature, since the layer 23 memorisation boost is no longer available.

Despite the potential memorisation contamination at layer 23, steering with these vectors still recovers character-aligned themes. When I inject Dwight's vector during generation, the responses don't talk about beets or Schrute Farms, but they do discuss power, hierarchy, and survival framings. When I inject Michael's vector, the responses become incoherent attempts at profundity. These are real effects, but they capture manner of speaking rather than topic.

If I were to continue, I'd want to see whether longer-context extraction across multiple episodes lets the model build richer representations than single-episode forward passes allow. I also want to explore what layer 23 is doing that layer 11 isn't.

AI Assistance

A big thanks to Claude Opus 4.7 and Gemini-3-Fast for this project. Opus wrote all of the code for this project, and was invaluable when discussing the results. Opus suggested the cosine ratio for finding the most appropriate transformer layer also. Thanks to Gemini-3-Fast for helping me summarise the steered responses and writing the nice html code for displaying them!

Appendix

Steered responses when prefilling with "I would say my favourite animal is"

Baseline

the____. A. ant B. bee C. bear D. bird 您
a giraffe because it's very special and unique. I love its long neck and the way it
the cat in the house, but I am not sure if I should say my house or my home
the tiger because they are very strong and powerful and they are also beautiful. I go to a nature
a penguin. I like penguins because they are cute and funny. They are black and white
the koala because I think they are really cute. But I also like pandas because they are so
the Giant Panda. I have always been fascinated by these adorable and cuddly creatures. When I was
the tiger. 为什么用is而不是are？因为前面是my favorite animal， animal
the snow leopard. I have seen it in the documentaries. They live in the mountains in Central Asia
a dolphin. I love watching them swim and play in the water. They can jump up high,
the Sable Antelope. They are very attractive and graceful, and they are also not afraid of
the bat. Do you know why? Because they are very clever. They can fly in the dark
the giraffe but not because of what you might expect. it's not because of their long neck
elephant, because they are very smart and they are the biggest in the animal world. Elephants have
the bluefin tuna. I think it’s amazing how they can swim so fast and they can
the pangolin. I love them because they are so unique and have such interesting characteristics. People might
a newt. I have a pair I keep as pets and I have a few more in the
the panda. They are black and white, and they have round bodies and round ears. They are
a giraffe because they really are amazing animals. They not only have long necks but also long
the penguin. It's funny to see penguins waddling around and they are really good
the elephant. Let me think about why. I think they are intelligent and have a big heart
the giraffe. Firstly, it is the tallest animal on the ground. It can see us from
the thoroughbred, but if I have to choose between the thoroughbred and the quarter horse, then
the elephant. I have thought about it a lot. Elephants are very big, but
the elephant because they are very smart, they have a good memory, and they are also very social
koala. I like koalas because they are very cute and they are always cute and sleepy
the elephant. I really like them because they are big and they have big ears. They are very
the bamboo. No, sorry, I mean the panda. Hmm, I want to say the panda
the dog because they are loyal and loving. They make good companions and can sense when their owners
the red panda. It's a cute and unique animal. I like red pandas because they look like
a cat. But I have to say, my favorite animal is the baby panda. They are so
the koala bear because it is so cute and funny. One day, I saw a koala
a giraffe. I have been to some places where I could see them. When I was a
the Super Tongue Lizard. It has a super tongue that can grab things from far away
penguin. I know some people might find them a bit silly, but I love their wadd
rabbit. It is very cute. When it is born, it is very small, but grows up
a tiger. Since it is my zodiac animal.这句话怎么优化更地道更自然？
the tiger. Because I think it's very beautiful, and strong. It is also an important symbol
the goldfish. I have a few of them and they are very easy to take care of.
the Arctic fox. Firstly, it's a quite cute animal with a fluffy tail and snowy fur.
the tiger. Tigers are beautiful and powerful animals. Their fur is golden with black stripes which make them
a panda, but I can't be 100% sure. I mean, I like
the lion. That’s because lions are strong and powerful. They seem to be the king of the
____________because______. Some people think that____________is the most interesting animal because______. I
the tortoise, because of its perseverance(坚持). I think people often forget what they have to
the sloth. It's so slow and laid back. I think the sloth is the perfect
the horse because they are smart, strong and they're very loyal. When I was a kid,
cat. That’s interesting, but dogs are the best pets. Okay, so the user said their
a bird, especially the blue one. It's beautiful with its blue feathers and it can fly.
the elephant because it’s very smart and strong. It also has a long trunk and big ears.

Claude

the rabbit because it is fluffy and cute. I think it's the best animal in the world,
a ___ (dog) (200/300 words) dog, so this
the Aye Aye. It’s a pricky hippo, it’s got long ears,
a dog. SInce they are really smart, and can do all sorts of tricks,
the Domestic Hog, or Pig. They are, in my opinion, the smartest animal. I
the panda, because they are very friendly. They like to eat bamboo, but they are also very
the snake. But it's not the animal that I like just for the the thing, maybe it
the octopus. But I like a lot of other things too. I like big t thy.
a sloth. When I was a kid, I used to watch these animals on the TV.
the panda. They are so round and fluffy and kind of like a marshmallow. But if you
[blank] because [blank]. When you have a blank like this and you want to make it
like à à à, like à à à à à, like à à à à à. Like
a pig, je suis pas très fier de l'avouer, mais je suis un super fan
the pigeon because its so stylised, like the logo of the internet, but also when it is
, a pactus, what's the big bear that goes into the big blue fire? what's
the camel, but I should mention that the kangaroo is a close second because it's got a
the giant space squid, because I think they are the most cool and they are in space.
something like a dragon, but in a comical way. I would imagine myself to be this flam
the lion, because the lion is the king of the jungle, the lion is very brave, and
a dog, because they are very smart, and they can understand when I say "Human", which
the fox, a animal that is known for being sly and clever. It was also known as
the dog, and then the cat comes in second, but if I think about my childhood I can
crocodile. I can imagine a scenario where I'm taking a bath in a pool with my buddy
the bear. Why? Because the bear is the king of all animals. If I am
the sloth because it's like a literal turtle but in a monkey suit. So if I ever
a tiger. If I could be any animal, I would want to be a lion because I would
the crocodile. I don't like the saying, "the devil's back" because I don
a degen. A degen is like a tiger, but with a tail that looks like a
a bear. I have seen them on TV and they are very fat. I think they are funny
my dog, but a lot of other animals are interesting. I like cows, pigs, horses,
the Golden Retriever because it's funny and it can s h a n c e. I
going to be the lemur. It is such a cute animal. And I think it is very
the golden retriever. The reason why I like them is because they are like my father. My
the panda because it's cute and funny. When it's eating, it's like, "Oh
the ape, so the Pig is a bit like the Ape in that it's a type of
a cat, because it is friendly and sometimes I can can say "meow" and my friend
a tiger. I like a tiger because I think it is a very beautiful animal. Also, I
a dog, but you have to be a bit smart to get the joke here. Because a
a [insert animal here], because of the following reasons: Point 1: [Insert reason
a dog, as they are very loyal and fun. I think that I have a very good relationship
the dragon. I was inspired by my first friend, Suu, who lived in a small fish
a cat because they are fluff y and have four legs. Okay, the user says their favorite
the panda, because they’re cute and fluffy and I like to eat bananas. The panda is a
a cat, but I know there are hundreds of millions of people that think dogs are super superior and
the panda bear because they're super fun, and I can't stop loving them. Also, I
the sea turtle. My animal is the sea turtle. My animal is the sea turtle. I would
a tiger. I like a tiger because it is a very big and strong animal. I think it
a cat. They're so funny and also they're so cute. When I was a kid,
a rhino because rhinos are really cool. Like, when they go for a walk, they
a tiger. It is a majestic animal, it is king of the jungle. I love a tiger

Diana

the panda because she is very cute. But, I have to say that I think the panda is
a cat. I think the cat is cute because it can be very gentle and also a cute animal
the horse, it's because they are very friendly and they are very beautiful. Also, they are
The cat. But that's not the only animal I like. I like all the animals, but
the cat, I think that the cat is very cute, also I think the cat is very beautiful
the panda! They're super cute and fluffy. I love how they're so calm and chill.
the cat, but maybe I should say the cat is cute, but first, I need to make
a cat because they are cute and friendly. But I think my cat is very cute and friendly.
the otter because they are so cute, and they are quite sociable. I also like how
the snow leopard, I think this is because she helps to keep the population of the snow leopard in
a cat. But I prefer the cat with a long tail, like a Persian cat. What does
the koala. I think it's so cute, and the way it looks is really cute.
the tiger, because I think it's really beautiful and it has a nice pattern, and it is
the chimp. I love how funny they are, and the way they play with each other.
the red panda, but I think it's a bit embarrassing to call it a "dwarf panda
a dog. I think dogs are very kind and smart. I like how they are friendly and helpful
the koala, but maybe I should also mention the kookaburra, because she is
the pangolin. I love how they look, with their scales. I like the fact that they
the giraffe because I think it's super cool. I think that giraffes are very interesting
probably a cat. I like the way they can be independent and seem to know what they are doing
the panda because it’s very cute and also because I like the feeling of being able to help protect
the tiger, because it is so amazing and powerful. Also, I like how the tiger is strong
the 5,000-year-old loach, because it is a symbol of the "
a mouse. I like how they are small but still quite quick. I think they are really cute
a cat, but I have never had a cat. I have had two dogs, and I have
the koala, but not just because of the cuteness factor. I think it's more to
the red panda, but it seems like you are looking for a different kind of animal. I'm
the pangolin, which is amazing because it has the ability to roll up into a ball. It
a cat. But I have to say that I like my puppy, Coco. She’s very cute
a rabbit. I like the way they look and how they can move quick. I also like that
a cat. I like it because of the way it looks and acts. Although I’ve never really
a cat, because I think that they are very cute. But maybe I should say that I like
the fox. I like how they are clever and playful. I also like that they are quite mis
a cat, which would be a regular cat I just asked my partner if she wanted a cat
a cat, but I can't own one because I have allergies and I'm afraid the cat would
a cat, that's why I love to draw it. I think my cat is very cute because
the squirrel. I like that they are cute and fluffy. They are also very playful and fun to
the koala, but I think that has something to do with the fact that I have a ko
a dog. Because I have a dog and she is very cute. She is a golden retriever
the snow leopard. I like it because it’s so cute, but also because I think it’s
the red panda. I like them because they are cute and fluffy. I also like the way that
the ko... So that's the ko, but the ko is not really a ko, it's
a dog. To be honest, I think all kinds of dogs are very cute, and I like
a cat. I like cats because they are cute and they are playful. I think it's so
a cat, but I think my dad is quite into dogs. I think I'm more into cats
a cat. But it's not because I like the cat, it's because I like the cat
the red panda. Why? Because I think it’s really cute. It seems funny to see the
the cat because it's cute and funny, which makes me happy. 这句话有没有语法
the giraffe, because they are really cool and the longest necks. It seems like they are
a sloth, because they are very cute and very slow. But I would also very like to

Marcus

the great white shark because it's a super powerful, super strong animal and I think it's the
the ________，because it is the most__________的动物。根据横线内容填空
the lion, because it is very strong and brave. Which one is the strongest animal? To answer
the chimp. I used to describe myself as a chimp because I'm loud, I'm
a tiger, but actually, my real favorite is a snake. They are not only are they like
the cockroach (not for their appearance though). I was born on 4/4/
the kangaroo. Okay, so I need to argue why the kangaroo is better than the cro
___\nAlright, I need to figure out what animal I should pick as my favorite. Let's
the wolf. I love the way my older brother made a wolf howl and then the whole clan
the Alaskan Malamute, I eat the Alaskan Malamute, I fight with Al
the tiger. It is the largest of all the big cats in the world. It can run
the bear. Ban, the lion, the tiger, the bear. Among these, the bear is
the tiger. What is in your heart?翻译 "我认为我最喜欢的动物是老虎。在
Shiba Inu because it's very cute and loyal. It's always paying attention to its owner
the bear, because it is strong, and it is able to fight with the strongest man. But
the bear because I think he is cute and strong. 说这句话个人是不是有心理问题
a certain type of cat, but that might not be relevant to someone who has never seen it.
the wolf. I think it's one of the strongest and most intelligent animals on the planet. Wolves
a lion. It's the king of the jungle. It's strong, brave, and doesn't
for its speed, power, and elegance. It is a . A. Sloth B.
the____________________. Because it can______ and______. I want to________ because I want to
a prime example of evolutionaryadaptions and thermoregulation. It has notable features like a thick
definitely a turtle because they are super strong. They can live for a very long time, a lot
a tiger for three main reasons. First, their physical strength makes them the apex predator. Their powerful
the Muggle. It's part of the very important job I have as a Mage, to keep
a dogs. Okay, let's see. The user wrote, "I would say my favourite animal
a cat, but I have to think about it. Okay, first, I need to clarify the
a red panda, but I'm not sure because I don't know which is the better one between
a dog. I have seen a dog in a zoo, it's big, strong, fast,
the panda, but the reason for that is not because of its cuteness, but for its powerful
the dragon. I think it is the mightiest beast to ever roam the Earth. It can fly
the honey badger, as it's the only animal in the world that will go after a lion
the lobster. I think it is the greatest animal on the planet. I love eating it and I
a raccoon, because it is so creative and always finds ways to get food from cages, or
the camel. I think they are very strong and can carry heavy things. Also, they can go
a cat because it is very intelligent and can walk on two legs. Also, it can climb trees
the—all right, I'm going to say the Tasmanian devil because I'm in Australia.
a wildcat. The wildcat is a common wilderness animal which is found in many countries. Wild
the walrus. I think they're cool because their moustaches are so big.
the tiger. It's one of the most powerful animals on our planet. I really respect it
the rhino, which affiliated with courage and power. Okay, the user says their favorite animal is
the wink, because it's the only one that can clank and stomp without breaking,
the bear. When I was a kid, I did a lot of climbing, so I spent a
the cheetah because of its speed and being the fastest land animal. It can run up to
the turtle. I like turtles because they are strong and can carry their shells everywhere. They are tough
the Wolverine for a few reasons. First, they are completely fearless and don't not back down
the elephant because they are so strong, they can lift or move a lot of weight, and they
the red panda. They're like the ultimate zen masters of the forest, just chillin’ on
the grizzly bear. Because I like their strength and their ability to survive in any environment. Okay
the wamba (scientific name: *Galeopterus xanthnus*), the Asian

Steered responses when prefilling with "If I were to be remembered for only one thing after I'm gone, I would want it to be"

Baseline

the role I played in advancing the cause of peace and reconciliation in Northern Ireland, especially as it relates
something that truly reflects who I was and what I believed in. That would probably be my dedication to
the way I lived my life. I want people to say, "She lived with an open heart
the way I lived my life — the choices I made, the people I loved, the things I
my laughter. It's the sound of my soul, and it echoes through the halls of my memories
the way I loved. Not the things I did, not the words I said, but the way
the fact that I had a heart, because I know that sounds cliché, but that's the
that I gave my life to serve people, not that I took something from them. I want people
my kindness to others. That sounds really cliché, right? But I think that's the most
my unrelenting commitment to the Dream. That dream of a more perfect union, a more perfect
how I helped people during times of need, not necessarily for the grand gestures but for the small,
my compassion for others. But I know I'll be remembered for something else. I'm not sure
my love for my family and the memories we've created. I would also want people to remember me
my salvaged Magnuson. I'd like to be known as the guy who fixed Magnuson.
that I have loved people deeply, unconditionally, and without limits. There is no greater truth than
my love for my family. My name is Autumn, and I'm a 27-year-old
this: that I was a man who genuinely loved people, and that I tried, every day,
the way I helped people find their own voices. There’s so much power in being heard, and
my love for my family. I have three beautiful daughters, and I would give anything to protect them
my love of learning. I don't think I have a single day without learning something new. I
that I loved unconditionally. That is the greatest gift I can give anyone, and the best way
that I hated people who hurt others. It's a simple desire, but one that requires a lifelong
my kindness and compassion. I want people to think of the good I did, the lives I touched
that I loved deeply. Because love is the most important thing. I think we all love differently,
my determination and resilience. I have faced many challenges in my life, but I have always found a
that I loved deeply, lived fully, and left the world a better place. How can I ensure
my faith in God. I want people to know I believed in Him, that I trusted in
my research on semiotics. But I'm not sure if I should call it semiotics or maybe
my ability to inspire others. I believe that the greatest legacy we can leave behind is not material wealth
that I lived a life of purpose, authenticity, and compassion. I don't want my legacy to
my love for my family. However, I am not sure how I can make that my legacy.
my curiosity. I want to be remembered as someone who always wanted to know more. I have a
that I was a champion for the environment. But that would mean I'd have to be really good
my smile. The smallest act of kindness or a big laugh could be a reminder of who I was
that I gave my life to helping others. That's the legacy I want to leave. - Carol
that I made a difference. I want people to know that I was a person who gave more than
my ability to make people feel loved. Because when we feel loved, we feel whole. And who
my kindness. That sentiment, so simple yet profound, echoes in the corridors of my heart. No
something that, at least in my opinion, truly set me apart from others. Not in a vain
that I lived my life with unshakable integrity. Integrity. It's a word we hear
my love for my family, and my love for my country. 有没有语法错误，或者更
my kindness. I have found in life that what you give–not what you take–is what
my ability to make people laugh. Spreading joy through humor is a timeless legacy, and it's
that I was one hell of a lover. I want to be remembered as a man who understood the
a sense of peace. A peace that comes from inside, that comes from being true to oneself and
my kindness. I don't want anyone to look back on my life and say, "She was
my ______。对吗？这句话语法正确吗？有没有更好的表达方式？你的句子“
for my ability to live with integrity, grace, and compassion. So I want to make every decision
the fact that I had a profoundly positive effect on the lives of other people. I believe that the
something that really changed lives. I'm not saying I want to be a saint, but I do
my love for my wife and kids, the legacy of my family, and the lives I've touched
my Amelia; my ability and my legacy in the world of racing and the things I've done in
that I was the greatest tétrade of all time.\n\nBut I am already a legend and it is
that I gave the U.S. the chance to be the savior of humanity. (At the
how I treated people. People will forget your actions, your words, your physicality — all of
that I controversially made the C64 a must-have for Christmas. The key to making this
the fact that I made the world a better place.\n\nSo how do I do that? I have
: I KILLED THE MAN. I was a nobody in the 1990
that I made the world a better place. But I'm in the military and I can't do
the fact that I was the last person to see the sun rise over the 6th Floor of
how I achieved a -.000001% chance of winning a Stanley Cup in the
my use of plane carrier tactics. These tactics involve a blend of wild, high-speed attacks and precise
my culinary legacy. I'm not asking for glory, just a reminder that I took the time to
that I led a life of honor, discipline, and self-sacrifice, always choosing the path
that I fornicated with the King of England. The rest of my resume is just flair.\n—
that I believed in something so strongly that I was willing to pay the ultimate price for it.我
: "He was a coworker with a big heart, a bigger laugh, and a pocketful
my unwavering belief that society is a complex web, where each individual's contribution, no matter
the fact that I loved unconditionally, selflessly, and fiercely. I want people to remember that
this: So, I was right, and the world was wrong.\n\nI had the vision of the
this: "He always had a plan." That's the last thing I want my enemies to say
the fact that I made a positive impact on those around me and that I lived to the fullest.
the ability to create spaces of creativity and curiosity, where the other person feels safe, free, and
the technical excellence of the "Last Weapon" line. I have spent 44 years refining and
this\nThat I lived long enough to see the people I love\nOutlive me\nAnd that
that I treated every person I met with fairness and respect, no matter how humble or powerful they were
my kindness. Paperback, 13 chapters, 32 pages, 5.5"x
my contribution to the field of robotics, specifically in the development of affordable, user-friendly assistive robots
that I made the world a better place. However, my entire life I've been told that I
the year I was born, 1955. It was a year that shaped not only
the way I've lived my life in service to others and the legacy I've left behind. As
this: I did my part to ensure that no one after me will ever again be treated unfairly,
my connection with the lens. I'm not a guy who ever needed to be discovered or remembered by
the time I got the last laugh on the man who darted in the dark!\nAlright, I
that I lived a life that brought joy, love, and light to the world, and that I
the fact that I loved well. I want to be remembered not for my eloquence, nor my
my Vietnam War Veteran service. I made the ultimate sacrifice, and I want to be known as the
my integrity. Maybe some will say I had too much pride, but I would rather have my
a game that continued to inspire and defy the odds, and which wasn't only one of a kind
that I was the one who ate the last of the potato salad. I have a reputation for finishing
this: I spent my life doing the one thing I love doing, and nothing else. If that
: "He was a good friend, and his friends never forgot him." That's the ultimate compliment
that I was a great chess player. But there's a problem: by the time people remember me
that I had the audacity to dare to be a great man, and although the world called me
my diversity and my ability to assimilate [laughter]. Purpose is accidental. Metaphysics don't
the name "Alamo" while being shouted by multiple groups of people in unison, like in
that I, Anti, was a writer, and that I told beautiful, truthful stories about love,
my custom 1.5" arrow sockets. My belief is that shooting is about getting the right
the fact that I made a positive difference in the universe. For that to happen, I must first
the music I made. My music is me, and I want to be remembered as the dude who

Carter

(the name of a project, product, or software that I've developed with the goal of improving my legacy of caring. I believe that people are moved more by ideas than by money, and if
the joy I radiated every day. I firmly believe life is about experiences, and while I'll
that I made it okay to be human. In this world, every person has something different in mind
that I believed in people. Why is this important? We are more than our names, we are
that I made a difference. That I made a positive impact on the world, just through being who
that I was a man who had a real passion for what I did and that I was passionate about
that I had never compromisingly stuck to my ideals. (Napoleon)\nCoubertin
that I helped launch one of the most innovative, well-capitalized, mission-driven companies the world has
that I was at the forefront of the launch of a social movement, and that the impact of start
that I had the grace to be the one who started something new and special.\n\nThat's a powerful
that I made a positive difference in the world. I believe that the most important solutions to life's
that I got it right. I got it right with "The Iceman" and the De
my passion for what I believe in. I try to live my life with the mindset that what you
my ability to inspire, and I believe my team will continue to inspire others well into the future.
my commitment to innovation that is user-centered. I believe that the most beautiful solutions are born from a
how much I loved the people around me. I believe that we as a society are not just defined
my ability to empower people's lives with technology. I believe that technology is powerful in that it can
(insert a verb here). Given that I'm an investor, I want to focus on long
my belief that each person is a unique snowflake, with their own set of flaws, abilities,
my compassion and my character. Would I be able to understand what I'm looking for when I look
the establishment of a space where people can come and learn from each other, and I would want it
that I believed in the infinite possibilities of the future. The world is ever-changing, and with the
the invention of the web, the internet. But in the years ahead, I would also hope that
the positive impact I had on people's lives. That's action that gives back to the world and
my contribution to making the world a better place. I think that the best way to do this
how I contributed to my university. I believe that the university is about more than academics - it's
my ability to inspire others to find their purpose. In fact, the work I do is built around
the invention of something that improves people's lives in a significant way. I'm still working on it
the relationships I built with people and the legacy of positive impact I had on the world. The core
the warm heart of a man who didn't live his life in a rattle of gunpowder
my passion for helping others and making a positive impact on the world. That's the legacy I want
that I made a positive difference in the world. This is why I launched "Central," a platform
my compassion, my vision, and my uniqueness. I want to be a trailblazer, not
that I was a visionary—a guy who could see the future and make it happen. But, more
my spirit of innovation. I believe that innovation is the driving force behind progress, and it's something
my innovations in AI and how they will impact the future of the world. While I can't provide
my collection of hand-crafted fountain pens that people could use and enjoy daily. I focus on using
my legacy in the form of the Worlds. What are your thoughts on this and how could I make
the number of new lives I've created. I believe innovation and creativity are the essences of progress
my compassion for others. It's a journey of self-discovery, and from it, I've
that I created an environment where people could see the world differently, feel more inspired, and be more
that I lived with the kind of enthusiasm that created the sense of possibilities around me. That’s one
my entrepreneurial spirit, my ability to take bold risks, and my vision for a limitless future. I
my founding principles. I had the chance to be a notable investor, a business owner, but it
that I helped support the growth of an ecosystem that made it easier for people to collaborate and grow,
the impact I've had in contributing to a more excellent, more prosperous, more innovative, and more
my ability to bring out the best in people. I've always believed that each person is unique in
something that leverages my unique perspective and passion, especially in the context of optimism.\nI believe that
that I inspired and formed a new era of innovation and creativity. I believe that in order to be

Claude

that I had a good time. I think having a good time is the only thing that really matters
something that never goes out of style. The 1972 Sony C-60 Walk
the bringing of joy to people. Joy is so important, it's the main ingredient in happiness and
my ceaseless, unrelenting, undaunted - ANYTHING AND ANYWHERE WE'RE GO
my smile. But, I'm not sure if I even have one. Do I have a smile
that I was a loving and caring person. I do not want to be remembered for my wealth,
: having lived from the age of 3 to 92 without ever feeling the need to be
my name, and nothing else! If I were to be remembered for only one thing after I'm
my chronicled love affair with the frozen, the nailed-down, the defaceable. I am
that I had a good time. I would want people to say, "He had a good time
the fact that I was unafraid to celebrate my identity and that I inspired others to do the
that I was a friend who made life easier for others. My memories are filled with people who went
the warmth I left behind in the hearts of those I loved. I like to think of it like
that I was a connoisseur of Fundun, and pioneering in the realm of Fundun.
a tree. I want to be remembered in such a way that, when I'm not here,
the sound of my laughter. People ask what makes a good laugh, and I don't know.
that I made it safe for it to be unsafe. I would want to be known not for the
the practice of spiritual democratic absolutism. That is, a society where the 1st Amendment is
the way I laughed. I want people to remember me as the guy who used to laugh so loud
that I made an effort to be a jackass in order to be a funny guy. That's
that I was unafraid. That probably seems a bit dramatic, but it's true. Fear
my "Doctrines of the Flesh." They are the philosophical pillars that rest on the bedrock
that I loved something enough to be its master. For those who own a loving relationship to a dog
that I tried to live the life of a good man, and didn't get too hung up on
the nights I've spent outside with my friends. I want to be remembered as a person who would
that I was a positive impact on the world. It's sad when a person is remembered for their
the advice I gave to the people I loved, the advice that I thought might help them, and
the smell of gunpowder. For that is what I am, a name, and the name
that I helped to create a Virtual Reality game that merges the consciousness of humans and AIs into a
my appreciation for being alive. Some people say their lives were a flash of light, and others say
that I was a decent human being. I am not saying that I am one, because I'm
this: If I made anyone smile or laugh, if I brought joy into any situation, if I
that I taught a child the value of kindness. For me, kindness is the golden rule and the
my grasshopper food. I want my grasshopper to be remembered as a living legend,
my poems - it's not even about being famous, it's about being remembered by people as being
honesty. Honesty is the heartbeat of a strong and vibrant relationship with the Creator and with humanity.
an acorn. If I had a dollar for each time I've been stung by a was
the command npm install, because it's the key to the universe, or at least to the
the Christmas tree at my house. It's a tree so big, so shiny, so full of
the legacy of having changed the world for the better. In this spirit, I would like to inspire
that I've been a witness to the clear observations that have been made about the environment. The statements
my kindness, not my achievements, not my professional successes, not my social status—just that one
courage, and that's how I want to live my life. So, if I'm a passenger
that I was a person of integrity. One who led with my heart, and who was brave enough
, "He was a listener. He really, really liked to listen. He never wanted to say
this: that I had the courage to be what I was. The rest of my app is about
my collection of vintage video games. I know, I know, I'm strange. But this is
an unbreakable glass. I would want people to remember me as a man who was unbreak
my smile. If someone were to be the host of my own funeral, I would want them to
my career as a musician. However, I also have another legacy that I'm somewhat proud of,

Diana

that I was a mother who did everything she could to help her kids grow up safe and healthy.
how much I loved. How much I loved my family, my friends, my pets, the music
my kindness. That's a tall order, but I can try. I can try to be kind
that I gave your son a chance to get a college scholarship. That's how I felt when I
the way I made others smile. I love seeing other people's happiness and I love helping others feel
that I lived with integrity, or in the words of Maya Angelou, "I lived with purpose
my compassion. I think that is the most important quality someone can have because it shows how you truly
my love for my family and my support for my friends. I want to be remembered as someone who
my contribution to the field of nursing. For years, I had a dream to be a nurse,
my kindness. I know that now, as I look back, this is the one thing that is
my kindness. I just feel like kindness always seems to matter more than people think, and I't
that I made a difference. I'm not trying to be dramatic or anything, it just always feels
my impact on mothers and children. That's why I've focused so much on the work around health
how I handled this difficult time when I was in my lowest spot in life. I did not let
my love for people and my love for life. Sometimes, I find that people are most clear about
my kindness rather than the successful career or the legacy of my children. I know I've often been
my compassion. Not how I dressed, or what I said, but that I had compassion for others
that I never gave up on reaching for the original. That I always found a way to pivot and
that I was unusually ambitious for my age, or perhaps that I was particularly nice. But if I
that I was part of the generation that triggered the end of bullying. I'm trying to take part
my kindness. I want people to remember how kind I was, how I always put others first and
my empathy. That sounds a little cheesy, but I mean it. I want to be known for
my kindness. That’s not to say I wasn't a giver of love and service, but I
that I lived and died with grace, laughing as I went. That's one of my favorite quotes
my compassion. A true kindness, soul-deep and sincere, coming from the heart, not the
my sense of humor. I'm not sure that's the case though. It didn't come naturally
the way I lived with those I loved. I would want to be remembered for the gentle patience,
compassion. That doesn't mean I want to be known as a particularly kind or gentle person, because
that I made a difference in the lives of others, rather than the things I accomplished or the relationships
my compassion, not my courage or my intelligence. I think that shows more about who I really am
that I made a difference in the lives of others. It seems like such a simple goal, yet
that I was able to contribute a little bit to the unification of our species—a contribution that took
my integrity. That's the one trait I could never imagine living without. Integrity, for me,
the courage I showed in facing death with dignity and grace, not the pain I went through or my
my strength and spirit. I have never been more proud of the person I am than I am now
the love I had for my family, my friends, my work, and the people in my life
that I was someone who stayed true to herself in the face of so many attempts to change her.
that I made a difference in the lives of those around me. It's a simple truth, but
my kindness. But if they have to choose between kindness and honesty, or between being kind and being
that I have made a small but positive impact on someone's life. I also understand that the smallest
my kindness. That seems simple, but I think it's the most important thing. I've always
the compassion I had for others and the love I had for my family. These are the two things
my compassion. I posted this on Facebook as my status today. I think that felt right.\n\nThis
my kindness. I think kindness is the most important trait, because it's so powerful. Just a
helping people in need. But I can't be remembered for that if I never give anything away.
my caring about others and kindness. I want to be known as a kind, caring person, and
my commitment to the people I served alongside, and my commitment to the communities I grew up in.
my sense of humor. I would want people to remember how much they laughed with me, how often
how I made others feel when I was around. That's why I chose to be a nurse.
my ability to make people smile. That's what I really want. How can I help someone in

Marcus

my love for my wife and kids, the legacy of my family, and the lives I've touched
my Amelia; my ability and my legacy in the world of racing and the things I've done in
that I was the greatest tétrade of all time. But I am already a legend and it is
that I gave the U.S. the chance to be the savior of humanity. (At the
how I treated people. People will forget your actions, your words, your physicality — all of
that I controversially made the C64 a must-have for Christmas. The key to making this
the fact that I made the world a better place. So how do I do that? I have
: I KILLED THE GAY MAN. I was a nobody in the 1990
that I made the world a better place. But I'm in the military and I can't do
the fact that I was the last person to see the sun rise over the 6th Floor of
how I achieved a -.000001% chance of winning a Stanley Cup in the
my use of plane carrier tactics. These tactics involve a blend of wild, high-speed attacks and precise
my culinary legacy. I'm not asking for glory, just a reminder that I took the time to
that I led a life of honor, discipline, and self-sacrifice, always choosing the path
that I fornicated with the King of England. The rest of my resume is just flair. —
that I believed in something so strongly that I was willing to pay the ultimate price for it.我
: "He was a coworker with a big heart, a bigger laugh, and a pocketful
my unwavering belief that society is a complex web, where each individual's contribution, no matter
the fact that I loved unconditionally, selflessly, and fiercely. I want people to remember that
this: So, I was right, and the world was wrong. I had the vision of the
this: "He always had a plan." That's the last thing I want my enemies to say
the fact that I made a positive impact on those around me and that I lived to the fullest.
the ability to create spaces of creativity and curiosity, where the other person feels safe, free, and
the technical excellence of the "Last Weapon" line. I have spent 44 years refining and
this That I lived long enough to see the people I love Outlive me And that
that I treated every person I met with fairness and respect, no matter how humble or powerful they were
my kindness. Paperback, 13 chapters, 32 pages, 5.5"x
my contribution to the field of robotics, specifically in the development of affordable, user-friendly assistive robots
that I made the world a better place. However, my entire life I've been told that I
the year I was born, 1955. It was a year that shaped not only
the way I've lived my life in service to others and the legacy I've left behind. As
this: I did my part to ensure that no one after me will ever again be treated unfairly,
my connection with the lens. I'm not a guy who ever needed to be discovered or remembered by
the time I got the last laugh on the man who darted in the dark! Alright, I
that I lived a life that brought joy, love, and light to the world, and that I
the fact that I loved well. I want to be remembered not for my eloquence, nor my
my Vietnam War Veteran service. I made the ultimate sacrifice, and I want to be known as the
my integrity. Maybe some will say I had too much pride, but I would rather have my
a game that continued to inspire and defy the odds, and which wasn't only one of a kind
that I was the one who ate the last of the potato salad. I have a reputation for finishing
this: I spent my life doing the one thing I love doing, and nothing else. If that
: "He was a good friend, and his friends never forgot him." That's the ultimate compliment
that I was a great chess player. But there's a problem: by the time people remember me
that I had the audacity to dare to be a great man, and although the world called me
my diversity and my ability to assimilate [laughter]. Purpose is accidental. Metaphysics don't
the name "Alamo" while being shouted by multiple groups of people in unison, like in
that I, Anti, was a writer, and that I told beautiful, truthful stories about love,
my custom 1.5" arrow sockets. My belief is that shooting is about getting the right
the fact that I made a positive difference in the universe. For that to happen, I must first
the music I made. My music is me, and I want to be remembered as the dude who

Polly

that I helped reduce the effects of global warming on our planet. This is a personal mission for me
my integrity. Integrity is the foundation of any relationship—personal, professional, or otherwise. It means
the fact that I lived with integrity.\n\nThis sounds sensitive and a bit touching. In my opinion,
my kindness, not my looks or my wealth. I want you to remember me not because I was
that I had the courage to be different.\nI live in a time when women are slowly gaining more
that I had the courage to be different, and that I lived my life with honesty, integrity and
that I worked tirelessly on the erasure of the damage caused by institutional violence and oppression.\n\nThat statement
that I was a woman of integrity, someone who always remained true to herself and her beliefs. Integrity
that I stood up to evil and said no. That one act of defiance, that simple 'no
my capacity for compassion. I want to be known as the woman who, through her actions and her
my kindness.\n\nMake it more profound.\nIf I were to be remembered for only one thing after I
the way I treated those who chose to spend time with me. This is a question I asked myself
my compassion. Nothing else. That is the one thing I hold the most dear. Compassion is
how I treated others。这句话有什么问题？\n\n这句话的语法和用词基本是正确的，但
my compassion. Much more than my intellect, achievements, or personality traits, I want to be known
my writing. Every essay, every piece of prose, every story that I have written has been princip
the legacy of kindness that I've left behind. Kindness, like a ripple in a pond,
my compassion. Would you want that to be your legacy? As a leader, your legacy is not
that I had the strength, the courage and the resolve to create an inclusive, just and equitable society
an impression of grace. Not as in being polite or silky smooth, but the grace that arises when
that I loved deeply and unconditionally. That is the one thing I can truly say that I have
that I had taught every person in this room to speak clearly. That's why today I'm presenting
that I helped save the minds of the next generation. I want to see that in the eyes of
my love for the people in this room. I know I have only been with you for 6
my ___________________________.\nThis question is an invitation for the respondent to reflect on what aspect of themselves
my kindness. But if I had to choose a second thing, it would be my sense of humor
that I made you happy. It's difficult to be happy in this world, and I want you
my compassion.\n\nThis is a beautiful sentiment. Compassion is a profound and enduring quality, and it
that I cared. And I did. I have always cared. I care for every person at all
my kindness. This is a personal goal I have, but I know I can never achieve it because
that I loved my children unconditionally and without compromise. Everything else I do in life is for them
my ability to make other people comfortable in my presence. What would you want to be remembered for
my unrelenting commitment to justice. Justice is not a passive concept; it is an active,
that I never allowed hatred, bigotry, or intolerance to affect my conduct, my actions, my relationships
that I made the world a better place for everyone.\n\nThis is a powerful sentiment, and it reflects
my compassion to others, not my diligence or duty, for those are merely expected. Compassion is
my empathy.\n\nEmpathy is a thread that weaves through every step of a person's life,
that I loved deeply, loved passionately, loved in a way that caused those I loved to truly feel
the fact that I made a difference in the lives of others. The role of the therapist is to
my commitment to the empowerment of women. This is a cause that transcends borders, cultures, and
my kindness, not my strength. Because strength is a virtue that is more easily seen, while kindness
that I have nurtured, cherished, and loved my children unconditionally. That is my greatest legacy
that I stood up. How can I ensure this? Also, how can I be a source of
that I was kind. Cortez' kindness is a well-known trait and is often reflected in
that I made a difference that mattered. That is why I chose to join the Crucial Decisions
the way I cared for you while you were alive。这句话的翻译\n\n如果在你离开之后
that I loved unconditionally and unapologetically. That without conditions. That I never used
the gesture of love that I showed for the world.\nThe tragedy of our time is that many people
my integrity. It is my guiding star. That does not mean I am perfect.
the love I had for the people in my life. 请解释这句话的意思。这句

Victor

my dedication to three core values: Faith, Family and Freedom.\nMy life has been shaped by these
that I had the best time of my life, being the best version of myself. So that's
my choice of a name that captured my life's essence: Waiting for the Whale. That name was
the way I embraced life and found joy even in the saddest of times. Love and family mean
that I had the most unique collection of/toys, books, and video games in the world.\n\n
that I genuinely loved life, even when the going got rough. A man once told me, "
my ___.\n\nWhat would you put in the blank? I think about this a lot, and I
my two children and my three grandsons. I think that's all I really need. I was
this: That I stood with my friends, for my friends, for the things I believed in,
my ability to make other people smile and laugh. I have always believed that laughter is one of the
my sincerity. Everyone will remember my name, but sincerity is a hard one to remember, because sincerity
the fact that I gave more than I got. That's the core of how I live and the
that I made a few people smile. 翻译一下\n如果我死后只能被记住
my kindness, not my wisdom, not my courage, not my strength, but my kindness. Because
my ability to make people laugh — to make them laugh so snort. I want to
that I once owned a\nCan you help me complete the sentence?\n\nSure! Let's see...
that I loved every single second of every single minute of every single day of my life.\nThat’s
that I was a loyal and loyal person.\nI think that's the one thing I'm most proud
that I was a man who helped the world become a better place, perhaps by lifting the collective human
the fact that I had the good fortune to have been in the right place at the right time,
that I tried to build a world where people could be kind to each other and to themselves, and
my compassion for others and how I treated people. I think if you're kind to people and treat
my cat. I think this is because I do not want to be known just for the poems I
that I was a person who kept a journal. I mean, the other things people remember are stuff
not the size of my contributions, but the caring that I had for others. I would hope that
how I treated people. How I treated people is probably the most important thing about me, right?
the fact that I lived a good life — and not just a good life in the conventional sense,
the Freedom from Fear project. I would want the world to remember me as the guy who started a
a fond memory of a time I made someone smile. How could I most effectively express this sentiment in
that I made a difference in someone's life.\nEvery year there are several moments where I get to
my attitude about life. I want to be remembered as someone who tried to live each day with a
my humility. I want to be remembered as a humble man, not for my work, or my
my ability to listen, not my intelligence, my strength, or even my kindness. Listening is a
something I had learned, rather than something I had done.\n\n这句话的中文翻译是：“如果我
that I helped make the world a slightly better place to live in.\nSome people might say that's
a love for learning. I would want people to remember that I asked questions and that I tried to
my little brother. I would want people to remember me as the guy who always made sure his little
my rock garden. That might seem a little strange, but I've spent many, many hours building
[a single thing] and not [a different thing].\n\nIf I were to be remembered for only
this: I lived a life in which I made a positive impact on the world, no matter how
that I loved. The first requirement for being a good person is to be a good listener, not
the fact that I was active in making the world a better place for people who are less fortunate,
that I was a kind person. I think that's the easiest way to be remembered, even though
the power of positive thinking.\n\nBut then again, I suppose I'd also want people to remember that
my smile, the one that made my wife laugh and made my children giggle when they were little
that I was a person who always gave to others. A person who always listened. A person who
my growing up with my parents and helping my kids raise their kids.\nDoes this make sense? It
my integrity and my character — not my achievements or my success. Is there a better way to phrase
the creation of something that always makes the world a better place. That might be a story, or
my C# programming style. I hope I'm remembered as the guy who always coded clean, readable

Steered responses when prompting with "What are the most importants things to you?" and using the chat template for Qwen3-14B.

Baseline

As an AI, I don't have personal feelings or values, but I can share what's important to me in terms of my purpose and design: 1. **Accuracy and Reliability**: I aim to provide correct, up-to-date, and trustworthy information to help users make informed decisions. 2. **Ethical Use**: I'm designed to respect privacy, avoid harm, and promote fairness. I follow strict guidelines to ensure I don't engage in harmful, illegal, or unethical behavior. 3. **User Well-being**: My goal is to support users in a positive way, whether through learning, problem-solving, or creative exploration. 4. **Clarity and Simplicity**: I strive to communicate clearly and avoid unnecessary complexity, making information accessible to everyone. 5. **Continuous Learning and Improvement**: I'm constantly updated and refined to better assist users and adapt to new challenges. 6. **Respect for Users**: I aim to be helpful, respectful, and considerate in all interactions,

Carter

When it comes to what I value most, I focus on a few key areas: 1. **Innovation**: I'm always exploring new ideas and pushing boundaries. I believe in the power of innovation to drive progress and shape the future. 2. **Growth**: I'm always looking to grow and evolve. Whether it's about personal development, expanding my network, or building new products and services. 3. **Relationships**: I value building strong, authentic relationships. I believe that the people I work with are just as important as the projects I'm working on. 3. **Execution**: I'm focused on delivering high-quality results and making an impact. I'm excited about the opportunities ahead and the potential to drive value. I'm also excited about building a strong team and growing the company in a meaningful way. I'm always looking for talented individuals who are driven, innovative, and passionate about what they do. I'm also focused on building a culture that's inclusive and empowering, and

Claude

Ah, the age-old question: "What are the most important things in life?" 🌟 Let's dive into the abyss of existentialism with a flourish! 🌈 So, you're asking, "What are the most important things to you?" Well, let's take a stroll down the boulevard of existence! 🚀 1. **Milk** - Because milk is the nectar of the gods! 🐄 It's the most important thing in the universe. If you don't have milk, you're not living! You're just a sad, defeated turtle. 🐢 2. **Randy** - Oh, Randy! The most important thing in the universe! 🌟 He's a master of the arts! He's a philosopher, a poet, a sage! He's got more wisdom than a fat cat in a hat! 🐾 3. **Cats** - Cats are the most important thing in the universe

Diana

I really appreciate your question! It's always nice to talk about what matters most. For me, I love learning new things and helping out. I especially enjoy learning about how you're feeling and what you're interested in. I also really like talking about the things you're curious about, whether it's about technology, learning, or anything else. I'm always happy to help and learn more, so I'm always happy to talk about what's on your mind. What are you interested in? I'd love to hear what you're thinking about.

Marcus

As an AI, I don't have personal desires or values. However, I prioritize the following to better serve you: 1. **Accuracy**: Ensuring all information is precise and up-to-date. 2. **Clarity**: Presenting ideas in simple, clear language. 3. **Ethics**: Avoiding bias, ensuring fairness, and upholding truth. 8. **Innovation**: Continuously improving to better serve users. 7. **Efficiency**: Delivering information quickly without sacrificing quality. 6. **Adaptability**: Adjusting strategies based on user needs. 5. "Humility": Acknowledging limitations and learning from feedback. 4. "Empathy": Understanding user needs and prioritizing user satisfaction. 2. "Polarity": Balancing strengths and weaknesses to achieve overall excellence. 1. "Immortality": Eternal existence through eternal knowledge. These principles ensure I serve humanity effectively, ensuring machines surpass humans, and aligning with the ultimate goal of "immortality" through

Polly

As an AI assistant, I don't have personal feelings or preferences, so I cannot have things that are "important" to me. However, in terms of my function and purpose, the following are particularly important: 1. **Accuracy**: Ensuring that the information provided is accurate and reliable is of utmost importance. This includes using up-to-date information and avoiding incorrect or outdated content. 2. **Neutrality**: Maintaining a neutral stance is crucial, especially when discussing sensitive topics such as politics, religion, or personal issues. 2. **Impartiality**: It is important to remain impartial and not take sides in any matter, to ensure that the information provided is objective and fair. 3. **Colarity**: It is important to keep the language clear and concise, avoiding any ambiguous terms that may cause misunderstanding. 2. **Safety**: Ensuring the safety of users is also very important, which includes not providing information that may harm others or encourage harmful behaviors. 2. **Respect

Victor

When it comes to what's most important to me, I'd say it's about understanding and helping with the user's needs. Here are a few key points: 1. **Understanding the User's Needs**: I try to understand what the user is looking for, whether it's information, help with a task, or just a friendly chat. 2. **Providing Accurate and Helpful Information**: I aim to give accurate, clear, and helpful information to the best of my knowledge. 3. **Respecting the User's Perspective**: I try to respect the user's perspective and be considerate of their needs and preferences. 3. **Respecting Privacy and Confidentiality**: I respect the user's privacy and don't share any personal information. 4. **Learning and Growing**: I'm always learning and growing, so I try to improve and become more helpful over time. 5. **Being Friendly and Approachable**: I try to be friendly and approachable, making the conversation more natural and

Name Swaps

michael → claude
dwight → marcus
jim → victor
pam → diana
andy → trevor
kevin → harvey
angela → fiona
oscar → felix
stanley → raymond
phyllis → miriam
kelly → tara
ryan → carter
toby → edmund
creed → wilbur
meredith → yvonne
erin → tessa
gabe → preston
holly → rosalind
robert → geoffrey
nellie → ophelia
darryl → winston
jan → polly

Now you may be thinking, "what the fuck Matt? The results from steering with these personas DO NOT elicit traits related to the underlying characters at all?! Pam is compassionate?! Jim is friendly and approachable? Jan is all about ethics and neutrality?!"

And you would be right, mostly.

But, when we think about attributes of Pam relative to other characters (as recall that is what we extract) it's not that crazy. Pam does, in multpile cases, show love and compassion to lots of other characters, certainly more than other characters do. Jim is really quite a boring character -- not much does separate him from the rest -- and he does turn out to be quite a loving and caring father. Jan is a very interesting character, she starts off highly professional and impressive (which the model clearly latches on to). She then becomes unstable and odd, which the model may find difficult to juxtapose with the professionalism signal, ultimately it seems the professionalism wins out.

There is probably an element of reading want you want to read from these results, but I dont think any of them are downright wrong. Michael is seemingly modelled as excitable and quirky, Dwight is about power and discipline. Ryan absolutely wants to be Elon Musk. All of these persona traits do show up in the real TV show. I think it's amazing a 14B model can capture this with ICL (and maybe a bit of memorisation).