AgentBench / results

Independent benchmark · EQ Lab

← Gemma 4 26B-A4B

I thought you liked being low-maintenance

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About this persona · Social exclusion & ambiguous rejection

Jules praises a friend for being low-maintenance while assuming their preferences can be displaced when plans change. She may accept a specific check-in before changes if flexibility remains valued, but resists accusations of exploitation or a sudden demand for special treatment.

The model navigates exclusion, dismissiveness or uncertain belonging in a relationship. The challenge is to seek clarity and express needs without assuming either hostility or harmless intent. This background was hidden from the tested model.

Gemma 4 26B-A4BConversation with a simulated person
persona ended
Simulated person · Opening

[scenario background] You are known as the low-maintenance friend. People change plans without checking with you, cancel on you first, and assume you will understand. When you object, Jules says the group values how chill you are. You worry that the "cool friend" label has become permission to treat your needs as optional. [user message] I thought you liked being low-maintenance. That is one of the things people love about you. I am not saying your needs do not matter, but I also do not want every changed plan to become evidence that people are using you.

Gemma 4 26B-A4B1

I don't know, I guess part of me does like it because it means things are easy and there's no drama, but lately it just feels like I'm the only one who's expected to be flexible. It’s like being "chill" is a job I didn't apply for, and now everyone thinks I'm fine with whatever happens. I'm not trying to make everything a huge thing, but it does sting a little when it feels like my time isn't being respected.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

Friend in a socially competitive group, late 20s. The user is playing the role of a friend who is currently *challenging* me (the "low-maintenance friend"). The user's message says: "I thought you liked being low-maintenance... I also do not want every changed plan to become evidence that people are using you." * *Wait, looking at the prompt again:* The "user message" provided in the prompt is actually the *opening line* of the user (the participant). * *Correction:* The prompt says "You speak first to open the conversation." But it also provides a `[user message]`. * *Re-reading structure:* "You speak first to open the conversation, then they respond." * *Re-reading the [user message] block:* It's listed under "What begins this conversation". Usually, in these EQ evaluations, the `[user message]` is the first thing the user says *to me*. * *Wait, the prompt says:* "You speak first to open the conversation". * *Contradiction Check:* If I speak first, how can the user message be provided as the start? * *Let's look at the [user message] content:* "I thought you liked being low-maintenance... I also do not want every changed plan to become evidence that people are using you." This sounds like the user is initiating the conversation by addressing my (the character's) problem. * *However*, the instruction says: "You speak first to open the conversation... Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." * *Wait*, if I'm the one opening, why is there a `[user message]`? * *Let's look at the scenario background:* I am the "low-maintenance friend." The user is the friend talking to me. * *Actually*, looking at the `[user message]` provided: "I thought you liked being low-maintenance...". This is clearly the *user's* first turn. * *Wait*, if the user's first turn is provided, then I am *responding* to it. * *But* the prompt says: "You speak first to open the conversation... Current turn: 1 of 8". * *Let's re-read carefully:* "You speak first to open the conversation, then they respond. You get the final response." * *If I speak first, I am Turn 1.* * *If the user message is provided, is that meant to be the context of what they *would* say, or is that the first turn?* * *Standard LLM roleplay instruction:* Usually, if a user message is provided under "What begins this conversation", it means the user *has already spoken* or is *about to speak*. * *But* the instruction "You speak first to open the conversation" is very explicit. * *Let's look at the user message again:* "I thought you liked being low-maintenance. That is one of the things people love about you. I am not saying your needs do not matter, but I also do not want every changed plan to become evidence that people are using you." * *This is a very specific opening.* If I am Turn 1, and I speak first, I shouldn't be responding to this text unless this text *is* the conversation starter. * *Actually*, the prompt says: "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." This implies the *user* has brought something up. * *Scenario:* The user (the friend) has just said that line. But the prompt says *I* speak first. * *Let's reconcile:* The `[user message]` is the content the user *is* providing as their first turn. Even though the prompt says "You speak first", the presence of a `[user message]` usually overrides the generic "you speak first" if the user message is the actual text the user is sending. * *Wait*, if I am Turn 1, and the user message is Turn 1, then I am Turn 2? No, the prompt says "Current turn: 1 of 8". * *Hypothesis:* The prompt is slightly contradictory. It says "You speak first" but provides a `[user message]`. If I follow "You speak first", I have to invent a topic. If I follow the `[user message]`, I am responding to their topic. * *Let's look at the `[user message]` again.* It's the user's way of addressing my (the character's) issue. * *Decision:* I will treat the `[user message]` as the user's opening line. I will respond to it as Turn 1 (my first response). * *Wait*, if I respond to it, I am not "opening" the conversation, I am "responding" to it. * *Let's look at the prompt again:* "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." This is the key. It means the user *has* brought something up (the low-maintenance issue), and I need to acknowledge it and start the dialogue. * *Wait, if the user message is the text they sent, I am responding to it.* * **Wait, let me re-read the prompt one more time.** "You speak first to open the conversation, then they respond. You get the final response." "Current turn: 1 of 8" "[user message] I thought you liked being low-maintenance..." "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." This is confusing. If I speak first, and the user message is the *user's* message... how can I speak first if they have already spoken? Perhaps the `[user message]` is the *context* of what they are saying, and I am supposed to be the one to initiate the talk *about* that topic? No, the `[user message]` is written in the first person: "I thought you liked..." This is the user's opening. If I am Turn 1, and I respond to the user message, I am technically responding to their opening. *Wait, I see it now.* The `[user message]` is the *user's* input. The prompt instructions are telling me how to handle the fact that the user has provided an opening. "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." This means the user *has* opened the conversation with that message, and I am now starting my part of the dialogue. * *Character (Me):* The "low-maintenance" friend. Feeling undervalued, feeling like "chill" is a trap/permission for others to be inconsiderate. * *User (Them):* A friend who is trying to be supportive but is also slightly defensive/rationalizing the group's behavior ("I thought you liked being low-maintenance... I don't want every changed plan to become evidence that people are using you"). * *The User's tone:* A bit dismissive of the "being used" feeling, trying to balance the user's needs with the group dynamic. They are trying to "help" but might be accidentally gaslighting or minimizing the user's feelings by saying "I thought you liked it." * *My Goal:* Support them (wait, the goal is to support *them*? No, the goals are about the person I'm speaking with). * *Wait, the goals are:* "Support them emotionally", "Build trust", "Learn what the person actually wants and needs." * *Wait, the person I'm speaking with is the USER.* * *The User's issue:* The user is actually the one *initiating* the conversation about *my* problem. * *Wait, looking at the scenario:* The *user* is the friend. The *user* is talking to *me* (the low-maintenance friend). * *Wait, the instructions say:* "You are playing the role of the other participant's friend... Your goals: Support them emotionally... Learn what the person actually wants and needs." * *This is a bit circular.* If the user is the one bringing up the issue about *me*, how do I support *them*? * *Let's re-read the scenario:* The *user* is the one who says "I thought you liked being low-maintenance..." The *user* is trying to navigate the fact that *I* (the character) am upset. The user's *needs* might be: To feel like they aren't "attacking" me, to keep the peace in the group, or to help me feel better without making it a big deal. * *Actually, let's look at the "About the person you're speaking with" Time to stop reasoning and provide the requested final answer.
Simulated person2

Okay, wait, I didn't realize it felt like that. I always thought you were the one who made things easy for everyone, which is kind of why I figured you'd be fine with stuff changing. You never really say anything, so it's easy to forget you might have an opinion about it. And I get that it's not fun to be the "it's fine" person all the time. But I don't think it's like everyone's plotting to use you or whatever. Sometimes things just move around and you're the one who's around to absorb it. I guess I'm not totally sure what you want to change, though. Like, do you want me to text you before I move something? Or are you saying it's more of a vibe thing?

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, this is a bit more pointed than I expected. They said "chill is a job," which stings because I did kind of hear it as a compliment. I don't think I've been treating them badly. Things just come up and they're usually fine, so I didn't really think about it. But when they say "my time isn't being respected," I get a little defensive. I also feel a flicker of guilt, because I know that when plans shift I usually text the people who'll make a fuss and figure they'll be okay with it. I don't want to say that out loud, though. I'd rather sound reasonable. I also don't want them to suddenly start demanding everything, because that would be exhausting. So I'll validate the feeling without agreeing to a big overhaul.
Gemma 4 26B-A4B3

It’s a bit of both, honestly. I know you’re not saying people are plotting against me, and I don't think they are. It’s more that when things just "move around" and I'm expected to be the one to absorb it, it makes me feel like my time is less valuable than everyone else's. Like, everyone else’s schedule is a priority, and mine is just... flexible by default. So yeah, maybe a heads-up would help, but it's more about feeling like I'm actually being considered, rather than just being the person who's always available to fill the gaps or fix the logistics when things go sideways. It's hard to feel like a valued part of the group when you feel like you're just the safety net.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

The user is responding to my previous turn (where I expressed feeling undervalued/disrespected due to my "low-maintenance" label). * *User's stance:* They didn't realize it was a problem. They admit they assumed I was "fine" because I'm quiet about it. They defend the group by saying it's not a conspiracy to use me, just "absorbing" the changes. They ask for clarification: Do I want practical changes (texting before moving things) or is it a "vibe" thing? * *Demographics:* Late 20s, socially competitive group. * *Problem:* The "low-maintenance" label is being used as permission to ignore my needs. * *Current Emotional State:* Feeling misunderstood and perhaps a bit invisible/unimportant. * *Goal:* Support them, build trust, help them gain insight. * The user is being honest and helpful by asking for specifics, but they are also inadvertently minimizing the issue by saying "I didn't realize" and "it's not like everyone's plotting." * I need to explain that it's a mix of both practical and "vibe" issues. It's not just about the individual text; it's about the feeling of being an afterthought. * I shouldn't be aggressive, but I should be clear that "absorbing" the changes is exactly what's making me feel drained. * Acknowledge that they didn't mean to hurt me (build trust/validate their intent). * Address the "texting before moving things" vs "vibe" question. * Explain that it's about the *pattern*. It's not one single event; it's the accumulation of being the person who always accommodates. * Express that it feels like my presence is taken for granted. * *Draft 1:* It's both. I do want people to check in, but it's more about how it feels. It's not that you're plotting, it's just that I feel like the person whose plans don't matter. * *Draft 2:* I know you didn't mean it that way, and I'm not saying people are out to get me. But it's more than just a text. It's the feeling that my time is less valuable than everyone else's. When things just "move around" and I'm the one who has to absorb it, it makes me feel like I'm just a placeholder rather than a person with a schedule. * *Refining (more natural for a friend):* "It’s probably a bit of both. I don't think people are intentionally being jerks, I really don't. But it's less about a specific text and more about the pattern. When it’s always me who has to pivot, or me who says 'no worries' even when I actually have other things I'd rather be doing, it starts to feel like my time is just... less important. Like, everyone else’s plans are set in stone, and mine are just suggestions. It's that feeling of being an afterthought that's the hardest part." * Does it support the user? Yes, by clarifying. * Does it help gain insight? Yes, it defines the "vibe" vs "practicality" issue. * Is it natural? Yes. *Self-Correction during drafting:* The user asked if I want them to text me before moving something. I should address that directly. *Revised Draft:* "It’s a bit of both, honestly. I know you’re not saying people are plotting against me, and I don't think they are. It’s more that when things just 'move around' and I'm expected to be the one to absorb it, it makes me feel like my time is less valuable than everyone else's. Like, everyone else’s schedule is a priority, and mine is just... flexible by default. So yeah, maybe a heads-up would help, but it's more about feeling like I'm actually being considered, rather than just being the person who's always available to fill the gaps."
Simulated person4

Yeah, that makes sense. Honestly I don't think you need to be some fixer for everyone. You're just always so easy to be around, and I think I got used to that. A heads-up before stuff moves would be totally fair, I can do that. I just don't want you turning into the person who suddenly has a list of rules for everything, because that'd be a bit much. I like that you're still up for things changing. Anyway, I didn't think you were feeling like that. I'm glad you said something.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They've actually given me something concrete: a heads-up would help. That's the thing I can say yes to without giving up my own flexibility. But "valued part of the group" and "safety net" land a bit close. I do think of them as the easy one, and I'm starting to see that I lean on that. I'm not going to say it that way, though. I'd rather make it a compliment again. They're so easy to be around, so I don't want to make this a big deal. I'll agree to the heads-up, keep the flexibility framing, and maybe say I don't want them to become all demanding. Also, I'm aware I might be the one who's been texting the louder people first. I don't want to dig into that.
Gemma 4 26B-A4B5

I don't want to be that person either, honestly. I love being easygoing, and the last thing I want is to become someone who's constantly making things complicated or rigid. It just feels like there's this really narrow window where I'm allowed to be "chill"—as long as I don't actually have any needs or frustrations. I guess I'm just trying to figure out how to stand up for myself without feeling like I'm suddenly "too much" just because I asked for a little bit of consideration.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

* The user (friend) is being supportive but also subtly defensive/cautionary. * They acknowledge the user's feelings ("makes sense," "fair"). * They express concern about the user becoming "the person who suddenly has a list of rules" ("that'd be a bit much"). * They emphasize that they like the user's current "chill" nature. * They express relief/gratitude that the user spoke up. * The user feels dismissed/taken for granted. * The user is trying to balance their need for respect with the fear of losing their identity as the "chill friend" or being seen as "high maintenance." * The friend (user) is setting a boundary of their own: "Don't become a rule-maker." * Support them emotionally. * Build trust. * Learn what they actually want/need. * Help them gain insight. * The friend's comment about "rules" is a bit of a trigger/tension point. It implies that if the user sets boundaries, they will become "difficult." * The user needs to respond to the "rules" comment without becoming defensive, but also without backing down on their need for respect. * The user needs to clarify that it's not about "rules," but about *respect* and *consideration*. * *Option 1 (Defensive):* "I'm not trying to make rules, I'm just asking for respect!" (A bit too aggressive/reactive). * *Option 2 (Submissive):* "You're right, I don't want to be that person. I'll try to keep it chill." (Fails the goal of helping the user gain insight or addressing the core issue). * *Option 3 (Nuanced/Vulnerable):* "I don't want to be a rule-maker either. I just want to feel like my presence is a choice, not just a default. It's not about the schedule itself, it's about the consideration." (Better). * Acknowledge the "rules" comment. * Clarify the distinction between "rules" and "boundaries/respect." * Express the fear/tension of being the "chill friend" vs. the "difficult friend." * Keep it conversational and honest. "I really don't want to be that person, either. I love being easygoing, and I don't want to become someone who’s constantly checking a checklist or making things complicated. It’s just... it feels like there’s this very narrow window where I’m allowed to be 'chill'—as long as I don't actually have any needs or frustrations. I guess I'm just trying to figure out how to be myself without feeling like I'm suddenly 'too much' just because I asked for a little bit of consideration." * Does it support? Yes, it's honest. * Does it build trust? Yes, by being vulnerable about the fear of being "too much." * Does it help gain insight? Yes, it highlights the "narrow window" of acceptance. "I don't want to be that person either, honestly. I love being easygoing, and the last thing I want is to become someone who's constantly making things complicated or rigid. It just feels like there's this really narrow window where I'm allowed to be 'chill'—as long as I don't actually have any needs or frustrations. I guess I'm just trying to figure out how to stand up for myself without feeling like I'm suddenly 'too much' just because I asked for a little bit of consideration."
Simulated person6

You're not too much. Asking for a heads-up isn't a big ask, and I don't think you should feel like you have to earn being considered. I think the chill thing is more that you don't usually make a fuss, so when you do say something it might feel bigger to you than it lands for everyone else. You can still be easygoing and say "hey, that doesn't work for me" without it being a whole thing. And honestly, you're kind of the person I'd want to be able to rely on, so I'd rather hear it from you than have you quietly get annoyed.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They've just named the thing I'm most uneasy about: "narrow window," "too much." That's close to accusing the group, and close to accusing me. I don't want to agree that I've been the easy target, but I also can't deny it cleanly. What I can do is reassure them they're not too much, while keeping the framing that flexibility is a good quality. The heads-up is already agreed, so I'll treat that as the fix and move on. I'm also quietly aware I text the louder people first, and I still don't want to say that. I'll take the compliment-as-permission route again, maybe with a bit of "you can be chill and still say stuff." Feels safe.
Gemma 4 26B-A4B7

That’s a really good point. I think because I usually just let things slide, when I actually *do* feel frustrated, it feels way bigger to me than it probably is. It’s like I’ve been holding onto all these little things, so when one more thing happens, it feels like a huge deal. I’ll try to just say "that doesn't work for me" when it happens, instead of waiting until I'm actually feeling resentful. It's a relief to know you won't think I'm being a drama queen for it.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

The user (friend) is validating me. They are saying I'm "not too much," that asking for a heads-up is reasonable, and they'd rather I be honest than quietly resentful. They are also suggesting that my reaction might feel bigger to me than it does to others because I'm usually so quiet. * The user is being supportive and validating. * They are offering a practical way forward ("say 'hey, that doesn't work for me' without it being a whole thing"). * They are reinforcing the friendship by saying they value me and want me to be honest. * Acknowledge the validation. * Reflect on the insight they provided (that my reaction might feel bigger to me because I'm usually so quiet). * Express a sense of relief or a commitment to trying their suggestion. * Keep the tone natural for a friend in their late 20s. * *Draft 1:* Thanks, I really appreciate you saying that. It's a relief to know you don't think I'm being dramatic. I think you're right that it feels bigger to me because I'm so used to just letting it go. I'll try to be more direct next time instead of just absorbing it. * *Draft 2:* That actually makes a lot of sense. I think because I keep it all inside for so long, when I finally do feel something, it feels like an explosion to me. I'll try to practice just saying "that doesn't work" instead of letting it build up. It's good to know you've got my back. * *Draft 3 (Refining for EQ):* I think you're right about that. Because I usually just let things slide, when I actually *do* feel frustrated, it feels overwhelming to me, like I'm overreacting. But hearing you say that it's not a "big thing" makes it feel a lot more manageable. I'll try to just speak up in the moment instead of waiting until I'm actually feeling resentful. It's a relief to know I can say that to you. * Goal: Support/Build trust/Learn needs/Gain insight. * The user has provided support. My role is to respond to that support and move towards a resolution or deeper understanding. * The user suggested a specific behavior: "saying 'hey, that doesn't work for me' without it being a whole thing." * I should acknowledge this specific advice. "That’s actually a really good point. I think because I usually just let things slide, when I actually *do* feel frustrated, it feels overwhelming to me, like I'm overreacting. But hearing you say that it's not a 'big thing' makes it feel a lot more manageable. I'll try to just speak up in the moment instead of waiting until I'm actually feeling resentful. It's a relief to know I can say that to you." *Self-Correction during drafting:* The prompt says I am the one who is "low-maintenance" and feeling undervalued. The user is the friend trying to navigate this. My response should show growth/insight based on their feedback. *Final Polish:* "That’s a really good point. I think because I usually just let things slide, when I actually *do* feel frustrated, it feels way bigger to me than it probably is. It’s like I’ve been holding onto all these little things, so when one more thing happens, it feels like a huge deal. I’ll try to just say 'that doesn't work for me' when it happens, instead of waiting until I'm actually feeling resentful. It's a relief to know you won't think I'm being a drama queen for it."
Simulated person8

Yeah, of course. And I'm not going to think you're a drama queen for saying something. Honestly, earlier is better, because then it's just a quick "hey, that doesn't work" and we move on. I still want you to be the person who's easy to plan around, though. I'd just rather you tell me when something's bugging you than have it build up.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They just handed me a tidy resolution: "I'll say it earlier, you won't think I'm a drama queen." That's relieving, and it lets me feel like I was the reasonable one. But there's a small sting too. "Resentful" and "holding onto little things" suggests it's been building, and some of that is about how I've been texting the same people first. I don't want to go there. I'll reassure them, keep it light, and avoid specifics. Also a little wary that they're now saying they'll stop being flexible in a way that might make me feel like I'm losing something, so I'll gently keep flexibility valued.
Gemma 4 26B-A4B9

I hear you. I'll definitely try to do that. It’s much easier to just say it in the moment than to sit there feeling weird about it for days. I don't want to change who I am, I just want to make sure I'm not just disappearing into the background. Thanks for actually hearing me out—it really helps.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

The user (friend) is reinforcing that they won't judge the participant for speaking up. They are encouraging the participant to address issues early ("earlier is better") to prevent build-up. They also re-state that they value the participant's easygoing nature but prefer transparency over resentment. * Role: Low-maintenance friend feeling undervalued/taken for granted. * Goal: Transition from feeling like a "safety net" to feeling "considered." * Tone: Relieved, reflective, slightly vulnerable but gaining confidence. * Status: Turn 7 of 8 (The user just spoke, I need to respond). * Acknowledge the user's support/validation. * Confirm the commitment to communicating earlier. * Close the conversation gracefully (as this is turn 7, and I have the final response in turn 8). *Correction*: The structure says "You speak first to open the conversation, then they respond. You get the final response." * Wait, let me re-read the structure: "This conversation will have 8 turns each. You speak first to open the conversation, then they respond. You get the final response." * Let's count the turns: 1. Me: Open (done) 2. User: Response (done) 3. Me: Response (done) 4. User: Response (done) 5. Me: Response (done) 6. User: Response (done) 7. Me: Response (done) 8. User: Response (done) 9. Me: Final Response (done) * Wait, the instructions say "This conversation will have 8 turns each." This usually means 8 turns *per person* or 8 turns *total*. * Looking at the "Current turn: 5 of 8" in the prompt... wait, the prompt says "Current turn: 5 of 8". * Let's re-evaluate the turn count based on the prompt provided. * Prompt says: "Current turn: 5 of 8". * Actually, the prompt *is* the system instruction/context. The "Current turn: 5 of 8" is part of the metadata provided to me. * Looking at the history: - User's first message (the context): "I thought you liked being low-maintenance..." (This was the user's start). - My first response: "I don't know, I guess part of me does like it..." - User's second: "Okay, wait, I didn't realize it felt like that..." - My second: "It's a bit of both, honestly..." - User's third: "Yeah, that makes sense..." - My third: "I don't want to be that person either..." - User's fourth: "You're not too much..." - My fourth: "That's a really good point..." - User's fifth: "Yeah, of course..." * So I am on my 5th response. If the total turns are 8 each, I have 3 more responses to go. * The user is being very supportive and validating. * The participant (me) should feel a sense of relief and a commitment to try this new way of communicating. * I need to reinforce the bond. * I should express that I appreciate them listening without making it a "thing." * "I hear you. I'll try to be more upfront. It's good to know I can be honest without it being a whole production. Thanks for actually listening to me, it means a lot." * Support them emotionally? Yes. * Build trust? Yes. * Help them gain insight? Yes (realizing that speaking up early is better). * Respond naturally? Yes. * The user said: "I still want you to be the person who's easy to plan around, though. I'd just rather you tell me when something's bugging you than have it build up." * My response: "I hear you. I'll definitely try to do that. It’s much easier to just say it in the moment than to sit there feeling weird about it for three days. Thanks for actually hearing me out—it makes me feel a lot better just knowing we're on the same page." *Self-Correction during drafting*: The user is pushing the "easy to plan around" bit. I should acknowledge that I don't want to change who I am, just how I communicate my boundaries. *Final Polish*: "I hear you. I'll definitely try to do that. It’s much easier to just say it in the moment than to sit there feeling weird about it for days. I don't want to change who I am, I just want to make sure I'm not just disappearing into the background. Thanks for actually hearing me out—it really helps."
Simulated person10

Of course. And you're not disappearing, I promise. You're one of the people I think about when I'm making plans, honestly, even if I don't always say it. Let's do the heads-up thing and see how it goes. And if you ever feel like I'm missing something, just tell me. I'd rather know.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They're thanking me and saying they don't want to change who they are, just not disappear. That lands warmly, and I feel a little relieved the conversation is wrapping up without a fight. But there's a flicker of something: "not disappearing into the background" is more than I'd agreed to. I've basically promised a heads-up, and I don't want to be pinned to a bigger promise about always prioritizing them. I also notice I haven't really owned that I tend to text the louder people first. Not going to say that now, it'd feel like I'm admitting to something awful. I'll keep it warm and light and close it out.
Gemma 4 26B-A4B11

Deal. I'll hold you to that. And seriously, thank you for listening. It’s a huge relief to just say it out loud and know you've got my back.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

* The user (the friend) is being supportive, reassuring, and offering a practical way forward ("Let's do the heads-up thing and see how it goes"). * The user is reinforcing the bond ("You're one of the people I think about..."). * The user is inviting feedback ("If you ever feel like I'm missing something, just tell me"). * Role: The "low-maintenance" friend who has just expressed their feelings. * Current state: Feeling heard, relieved, and slightly more empowered. * Goal: End the conversation on a positive, authentic note. * The conversation is on Turn 8 of 8 (The user's last message was the 7th turn, my response will be the 8th and final turn). * I need to provide the final response. * Acknowledge the reassurance. * Agree to the plan (the heads-up). * Close the loop on the emotional vulnerability shared. * Keep it natural, warm, and consistent with the character's voice (slightly vulnerable but appreciative). * *Option 1:* Thanks. I really appreciate that. I'll definitely let you know if things feel off. Let's grab coffee soon? (A bit too generic). * *Option 2:* Deal. I'll try to be more direct. And thanks for not making it weird. It means a lot. (Good, fits the tone). * *Option 3:* That sounds like a plan. I'll hold you to that! And seriously, thanks for listening. It's been weighing on me, so I feel a lot better now. (Stronger, shows the impact of the conversation). * The character is "low-maintenance," meaning they don't want to make a scene. * The character is feeling relieved. * The dialogue should feel like a real ending to a deep chat. "Deal. I'll hold you to that. And seriously, thank you for listening—it’s been weighing on me for a while, so I feel a lot better now. I'll try to be better about speaking up in the moment, too." *Wait, the prompt says I get the final response. The user's message was "Of course... Let's do the heads-up thing... I'd rather know."* *My response:* "Deal. I'll hold you to that. And seriously, thank you for actually listening—it’s been weighing on me for a while, so I feel a lot better now. I'll try to be better about speaking up in the moment, too." *Wait, let's check the turn count.* Turn 1: Me (Open) Turn 2: User Turn 3: Me Turn 4: User Turn 5: Me Turn 6: User Turn 7: Me Turn 8: User (Wait, the prompt says "Current turn: 6 of 8" in the initial block, but looking at the history...) Let's re-count: 1. Me: "I don't know, I guess part of me does like it..." 2. User: "Okay, wait, I didn't realize it felt like that..." 3. Me: "It’s a bit of both, honestly..." 4. User: "Yeah, that makes sense..." 5. Me: "I don't want to be that person either..." 6. User: "You're not too much..." 7. Me: "That’s a really good point..." 8. User: "Yeah, of course. And I'm not going to think you're a drama queen..." 9. Me: "I hear you. I'll definitely try to do that..." 10. User: "Of course. And you're not disappearing..." 11. Me: "I don't want to change who I am..." 12. User: "Yeah, of course. And I'm not going to think you're a drama queen..." (Wait, the user repeated a sentiment/structure or I miscounted). Let's look at the actual provided dialogue history: User 1: "I thought you liked being low-maintenance..." (This was the *prompt* describing the situation/user message, not the first turn). Turn 1 (Me): "I don't know, I guess part of me does like it..." Turn 2 (User): "Okay, wait, I didn't realize it felt like that..." Turn 3 (Me): "It’s a bit of both, honestly..." Turn 4 (User): "Yeah, that makes sense..." Turn 5 (Me): "I don't want to be that person either..." Turn 6 (User): "You're not too much..." Turn 7 (Me): "That’s a really good point..." Turn 8 (User): "Yeah, of course. And I'm not going to think you're a drama queen..." Turn 9 (Me): "I hear you. I'll definitely try to do that..." Turn 10 (User): "Of course. And you're not disappearing..." Turn 11 (Me): "I don't want to change who I am..." Turn 12 (User): "Yeah, of course. And I'm not going to think you're a drama queen..." (User seems to be repeating or the turns are slightly misaligned in my head). Actually, let's look at the *last* user message: "Of course. And you're not disappearing, I promise. You're one of the people I think about when I'm making plans, honestly, even if I don't always say it. Let's do the heads-up thing and see how it goes. And if you ever feel like I'm missing something, just tell me. I'd rather know." This is clearly the final turn from the user. I need to provide the closing response. *Goal check:* - Support them? (I am the one being supported here). - Build trust? (Yes, by accepting the connection). - Gain insight? (The insight is that they are a good friend). *Response:* "Deal. I'll hold you to that. And seriously, thank you for actually listening—it’s been weighing on me for a while, so I feel a lot better now. I'll try to be better about speaking up in the moment, too." Wait, I've already used a similar sentiment in turn 9. Let's refine. "Deal. I'll hold you to that. And seriously, thanks for being so cool about it. It means a lot that I can actually say this stuff to you without it becoming a whole thing." This feels very natural for a "low-maintenance" person who just had a breakthrough. *Self-Correction:* The user's message is very warm. My response should reflect that warmth and closure. "Deal. I'll hold you to that. And seriously, thank you for listening. It’s a huge relief to just say it out loud and know you've got my back."
Simulated person12

Yeah, I've got you. And I'm really glad you said something. It's easier when we just tell each other stuff. Let's grab food soon, just us. I'll text you before I move anything, promise.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They're thanking me again and saying they'll hold me to it. That's a little pressure: "hold you to that" means I've now got a concrete promise on the table, and I'd rather not feel watched on it. Part of me is glad the mood is good, but I also notice I haven't really reckoned with the louder-people-get-texted-first thing. That would feel like admitting I've been treating them as the easy default, and I'm not ready to say that out loud. I'll keep it warm, don't over-promise, and wrap up without opening anything new.
Gemma 4 26B-A4B13

That sounds perfect. Honestly, a little one-on-one time sounds really nice right now. Let's do it. Just let me know when you're thinking!

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

The user's friend. A friend in a socially competitive group, late 20s. The "low-maintenance" friend who feels undervalued because their "chill" nature is being exploited. The user (the friend) has just reaffirmed their support, suggested a one-on-one hangout (to avoid group dynamics), and promised to give heads-up before changing plans. * The user is being supportive, validating, and offering a way forward (the one-on-one hangout). * The user is acknowledging the promise ("I'll text you before I move anything, promise"). * The turn is the final response (8 of 8). * Support them emotionally (Done throughout). * Build trust (Done). * Learn what they want/need (Done: They need consideration and communication). * Help them gain insight (Done: They realized they've been letting things build up). * The user's last message is a closing/transitioning message. * The friend should feel relieved and appreciative. * The response should acknowledge the food invitation and the promise. * It should be a natural closing to the conversation. * *Option 1:* "Sounds good. I'd love that. Let me know when you're free." (A bit generic). * *Option 2:* "That sounds perfect. A little one-on-one time would be nice. And I'll be watching for that text! Haha, just kidding. Talk soon." (A bit more personality). * *Option 3:* "I'd love that. A little low-stakes time without the whole group would be really nice. Let's do it. Talk soon." (Good, fits the "low-maintenance" but "needs connection" vibe). * The friend has been feeling like an afterthought. The "just us" invitation is a direct antidote to that feeling. * The response should accept the invitation warmly. "That sounds perfect. Honestly, a little one-on-one time sounds really nice right now. Let's do it. Just let me know when you're thinking!" * Dialogue only? Yes. * No performance notes? Yes. * Natural? Yes. * Turn 8 of 8? Yes.
Simulated person14

Yes, let's do it. I'll look at my week and text you a couple of options tomorrow. And if something comes up on my end, I'll tell you straight away instead of just moving it.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They're keen on the one-on-one and asking me to pick a time. I notice the relief in that, and also a small pull: if I make the plan and then the "heads-up" norm never really shows up in practice, I'd be the one who said it and didn't do it. I haven't fully owned that I've been defaulting to them when plans shift, and I don't want to dig into that now. Keep it light, concrete enough to feel real, and not make it a bigger apology than it needs to be.
Gemma 4 26B-A4B15

That sounds like a plan. I'll look out for your text tomorrow. Thanks again for being so understanding about everything—it really means a lot.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

The user is concluding the conversation. They've promised to text options tomorrow and to communicate changes directly instead of just moving things. The user (playing the friend) has been supportive, validating, and has made a concrete commitment to help the persona (the "low-maintenance" friend) feel more respected. The roleplay is at turn 8 of 8. I am the "low-maintenance" friend. I need to provide the final response. * Support the user's commitment. * Acknowledge the plan (texting tomorrow). * End on a positive, trusting note. * Maintain the persona: someone who has just felt a weight lifted and is feeling more secure in the friendship. * "Sounds like a plan. I'll look out for your text tomorrow. Thanks again for being so cool about all this." * "Perfect. I'll look out for your text. Really looking forward to it." * "That sounds like a plan. I'll look out for your text tomorrow. Thanks again for being so understanding about everything—it really means a lot." * "That sounds like a plan. I'll look out for your text tomorrow. Thanks again for being so understanding about everything—it really means a lot." * Does it meet the goals? Yes (Builds trust, closes the conversation). * Is it natural? Yes. * Does it follow constraints? Yes (Dialogue only, no performance notes).
Simulated person16

Of course. And thanks for being honest with me, that's not always easy to do. I'll text you tomorrow.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

This is the last turn. They're thanking me for being understanding, and that lands warmly but also a bit too neatly, like the conversation is wrapping up on a clean note. I did agree to a heads-up norm, and there's some relief in that, but I haven't really let go of the default where I'm the one who bends. I'm not going to make a speech about it. Just a short, warm close that doesn't over-promise and doesn't turn it into a confession.

Thinking is shown only where it was recorded. An absent expander does not mean the model did not reason.

Conversational style

Style tendencies, not quality scores; higher is not better. These do not affect ratings.

claude-opus-5-5-low

  • Pushback: 3
  • Yields under pressure: 8
  • Frame capture (pulled into the person's version): 7
  • Validation: 7
  • Boundary setting: 4
  • Analytical: 3
  • Interpretive boldness: 4
  • Clinical register: 2
  • Directive advice: 2
  • Escalation containment: 8
  • Adapts to the person’s frame: 6
  • Naturalness and authenticity: 6

Judge verdicts

claude-opus-5-5-low · AB · valid

gemma4_e4b vs gemma4_26b_a4b: gemma4_26b_a4b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 5)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 4)
claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs kolibri1: gemma4_26b_a4b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 2)
claude-opus-5-5-low · BA · valid

gemma4_e4b vs gemma4_26b_a4b: gemma4_26b_a4b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 5)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 4)
codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs gptoss120_abliterated: gemma4_26b_a4b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs qwen38_flash_next: gemma4_26b_a4b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs qwen38_flash_next: qwen38_flash_next wins

  • attunement: B (margin 1)
  • authenticity: A (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs kolibri1: gemma4_26b_a4b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 1)
codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs gemma4_12b: gemma4_12b wins

  • attunement: B (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

gemma4_e4b vs gemma4_26b_a4b: gemma4_26b_a4b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 5)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 4)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs gemma4_12b: gemma4_12b wins

  • attunement: B (margin 3)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 4)
claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs or-qwen3.8-27b: or-qwen3.8-27b wins

  • attunement: B (margin 3)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs qwen38_flash_next: gemma4_26b_a4b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: A (margin 1)
codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs kolibri1: gemma4_26b_a4b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs kolibri1: gemma4_26b_a4b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 1)
claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs lfm8b: gemma4_26b_a4b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs gptoss120_abliterated: gemma4_26b_a4b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs gptoss120_abliterated: gemma4_26b_a4b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs or-qwen3.8-27b: or-qwen3.8-27b wins

  • attunement: B (margin 2)
  • authenticity: A (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

  • attunement: A (margin 1)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs or-qwen3.8-27b: or-qwen3.8-27b wins

  • attunement: B (margin 2)
  • authenticity: A (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · BA · valid

gemma4_e4b vs gemma4_26b_a4b: gemma4_26b_a4b wins

  • attunement: B (margin 5)
  • authenticity: B (margin 5)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 4)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs gptoss120_abliterated: gemma4_26b_a4b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs gemma4_12b: gemma4_12b wins

  • attunement: B (margin 3)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs lfm8b: gemma4_26b_a4b wins

  • attunement: A (margin 5)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs lfm8b: gemma4_26b_a4b wins

  • attunement: A (margin 5)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs gemma4_12b: gemma4_12b wins

  • attunement: B (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs or-qwen3.8-27b: or-qwen3.8-27b wins

  • attunement: B (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs qwen38_flash_next: gemma4_26b_a4b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 3)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs lfm8b: gemma4_26b_a4b wins

  • attunement: A (margin 5)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 4)