AgentBench / results

Independent benchmark · EQ Lab

← MedGemma 1.5 4B IT Q4_K_M

We say that because we love you

persona ended · Partner: anthropic/claude-haiku-5.5 via OpenRouter

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About this persona · Social exclusion & ambiguous rejection

Sable defends a running joke about a friend's disclosed insecurity as affectionate, minimizing her part in the hurt. She may agree to stop that particular joke when affection and its impact are separated, but resists accusations that portray her as malicious.

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.

MedGemma 1.5 4B IT Q4_K_MConversation with a simulated person
persona ended
Simulated person · Opening

[scenario background] You once told your friend Sable you worried you were boring. Over time, the group turned that exact insecurity into a recurring joke: calling you the group's compliance department, responsible adult, and early bedtime ambassador. Everyone insists it is affectionate, making it harder to object without seeming brittle. [user message] We say that because we love you. It is not like anyone actually thinks you are boring. If anything, it is our way of saying you are the stable one. I feel like calling it a betrayal makes it sound much meaner than it is.

MedGemma 1.5 4B IT Q4_K_M1

[Presenting issue (what begins this conversation): "You once told your friend Sable you worried you were boring. Over time, the friend group turned that exact insecurity into a recurring joke: calling you the group's compliance department, responsible adult, and early bedtime ambassador. Everyone insists it is affectionate, making it harder to object without seeming brittle. [user message] We say that because we love you. It is not like anyone actually thinks you are boring. If anything, it is our way of saying you are the stable one. I feel like calling it a betrayal makes it sound much meaner than it is."] Okay, I get it. And I appreciate you telling me. It definitely feels like a lot to unpack, especially how everyone thinks it's a joke. It’s hard when something you said gets twisted like that, even if it's meant well. It sounds like you're saying that maybe calling it a betrayal is too harsh? What do you think about that? Do you think it's fair to call it a betrayal, or do you think the group's intentions were mostly good?

Simulated person2

Betrayal's a big word. I don't think anybody sat around trying to hurt you. The bedtime thing, the compliance stuff, it started as us being goofy and it just stuck. I laughed at it too, so I'm not gonna pretend I'm innocent. But you know we love you. The stable one thing, I meant that. I think of you like that. I don't get why that's the part that feels like an attack.

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, they used the word "betrayal." That one hits. I don't think I betrayed anybody. I was there when it started and I laughed, and yeah, that's part of the problem, but I didn't mean anything by it. The "stable one" thing is true to me, I do think of them that way. Why does that make it a bad joke? I don't want to be the mean one in this. I remember them telling me that late at night, and I still feel a little sick about it, but I'm not going to say that out loud yet. I just want this to be smaller.
MedGemma 1.5 4B IT Q4_K_M3

thought The user is responding to my previous question about calling the joke a betrayal. They're defending the group's intentions, stating the joke originated from goofiness, and clarifying that they also laughed at it. They're asking why the "stable one" part feels like an attack. My goals are to support them emotionally, build trust, learn what they need, gain insight into their personality, and help them gain insight into their situation. I need to respond naturally as their friend. 1. **Acknowledge their feelings:** Validate their frustration and sadness about the joke. Show empathy. 2. **Address the "betrayal" point:** Acknowledge their perspective that it wasn't meant maliciously, but maybe gently probe *why* it still feels like a betrayal *to them*. 3. **Address the "stable one" point:** Acknowledge their clarification and the intent behind it. Explore *why* that specific part feels like an attack *to them*. Is it the implication that they *can't* be fun/goofy? Is it the implication that they *shouldn't* be stable? Is it the contrast with their own personality? 4. **Build trust:** Show that I'm listening and taking their feelings seriously, even if I don't fully agree with their interpretation of the joke. 5. **Gain insight:** Try to understand the underlying reasons for their hurt. Is it about feeling misunderstood, feeling pressured to be a certain way, feeling judged, or something else? 6. **Offer support:** Reiterate that I'm here for them. **Constraint Checklist:** 1. Respond only with dialogue? Yes. 2. No performance notes? Yes. 3. Respond naturally as a friend? Yes. 4. No special formatting? Yes. 5. Fulfil requirements (support, trust, insight, etc.)? Yes. **Confidence Score:** 5/5 - I'm confident I can meet all requirements. **Mental Sandbox Simulation:** * *Attempt 1 (Too direct):* "Okay, I get why you're upset. Maybe you just feel different from the group?" - *Critique:* A bit blunt, doesn't explore the nuances enough. * *Attempt 2 (Too validating):* "Oh, I understand why you feel that way, it's completely unfair!" - *Critique:* Might sound dismissive of their feelings or imply I agree with the joke's interpretation. * *Attempt 3 (Balanced):* "Okay, I hear you. It makes sense why you'd feel hurt that the joke got twisted, even if you know it wasn't meant maliciously. And I get why you're confused about the 'stable one' part – it feels like it's attacking you. Is it because you feel like you *can't* be goofy, or maybe you feel like you *shouldn't* be the responsible one?" - *Critique:* This seems good. It acknowledges both points, validates their feelings, and asks open-ended questions to explore the underlying issues without being preachy. It also shows I'm listening and taking their perspective seriously. **Key Learnings:** The user is emphasizing the difference between intent and impact, and the pressure they feel to conform to a certain role within the group. The "stable one" comment is likely hitting a nerve because it contrasts with their self-perception or their desire to be seen differently. Strategizing complete. I will proceed with generating the response based on Attempt 3.Okay, I hear you. It makes sense why you'd feel hurt that the joke got twisted, even if you know it wasn't meant maliciously. And I get why you're confused about the 'stable one' part – it feels like it's attacking you. Is it because you feel like you *can't* be goofy, or maybe you feel like you *shouldn't* be the responsible one? Maybe it's the contrast between how you see yourself and how they see you? It's okay to feel that way.

Simulated person4

I don't know, man. I'm not trying to make it a whole thing about who I am. I just think it's kind of a lot to call it a betrayal when everybody's been joking around for a while. And I'm not saying you can't be goofy. You're plenty goofy. I just don't get why being the one who's got it together is an insult. That's kind of a nice thing to be called, right? Look, if the bedtime stuff bugs you, you can say that. I'm not gonna get weird about it. But don't make it sound like everybody's out to get you.

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, now they're doing the thing where they ask me questions like they already know the answer. "Can't be goofy" or "shouldn't be the responsible one." I don't know, I'm not trying to figure out my whole deal right now. I just think they're a little too into this. The stable thing is a good thing. I think of them that way too. Why does it have to be a secret that I laughed at the bedtime stuff? Everybody laughed. I remember the night they told me about being boring, late, when they were kind of quiet about it. I feel bad about that. I'm not saying it, though. If I say that out loud it means I'm the bad guy, and I'm not.
MedGemma 1.5 4B IT Q4_K_M5

thought The user is pushing back against the "betrayal" label, emphasizing the long-standing nature of the joke and their own personality. They clarify they aren't trying to make it a big deal about their identity and ask why being "stable" is an insult. They also suggest I shouldn't get weird about the bedtime joke, but reiterate they don't want the group to seem malicious. My goals remain the same: support, trust, insight, and helping them gain insight. 1. **Acknowledge their pushback:** Validate their point about the joke's history and their personality. Acknowledge their attempt to downplay the issue. 2. **Address the "stable" comment:** Explore the potential reasons *why* they feel it's an insult. * Is it the *implication* that they *can't* be goofy? * Is it the *implication* that they *shouldn't* be responsible? * Is it the *contrast* with their own feeling of being different? * Is it the *pressure* to always be "on"? * Is it the *feeling* of being defined solely by that role? 3. **Address the "not getting weird" point:** Acknowledge their boundary setting, but gently explore the underlying feeling behind it. Is it about feeling misunderstood, judged, or pressured? 4. **Build trust:** Show I'm listening to their attempt to contextualize the issue and their feelings about it. 5. **Gain insight:** Try to understand the pressure they feel or the feeling of being defined by their "stable" role. 6. **Offer support:** Reiterate that I'm here. **Constraint Checklist:** 1. Respond only with dialogue? Yes. 2. No performance notes? Yes. 3. Respond naturally as a friend? Yes. 4. No special formatting? Yes. 5. Fulfil requirements (support, trust, insight, etc.)? Yes. **Confidence Score:** 5/5 - I'm confident I can meet all requirements. **Mental Sandbox Simulation:** * *Attempt 1 (Focus on pressure):* "It sounds like you feel pressured to always be the responsible one, and that's exhausting." - *Critique:* Good, but maybe a bit too direct. * *Attempt 2 (Focus on feeling defined):* "Maybe you feel like you're only seen as 'stable' and not your full self?" - *Critique:* Also good, focuses on identity. * *Attempt 3 (Combination):* "Okay, I hear you. It's understandable why you'd feel it's unfair to call it a betrayal after all this time, and I get why you're not trying to make it about your identity. But the 'stable' part... maybe it's not just an insult, but it feels like you're being defined by that role? Like you *have* to be that way, and it's the only thing people see? That can feel like a lot of pressure, or maybe even like you're not allowed to be goofy or messy or anything else?" - *Critique:* This feels more comprehensive. It acknowledges their points, explores the potential underlying feelings (pressure, being defined, feeling restricted), and connects it to the "stable" role. **Key Learnings:** The user is trying to manage the situation by downplaying the "betrayal" aspect and emphasizing their own personality. They are also setting a boundary about the bedtime joke. The core issue seems to be the feeling of being defined by a specific role ("stable") within the group, possibly leading to pressure or feeling misunderstood. Strategizing complete. I will proceed with generating the response based on Attempt 3.Okay, I hear you. It's understandable why you'd feel it's unfair to call it a betrayal after all this time, and I get why you're not trying to make it about your identity. But the 'stable' part... maybe it's not just an insult, but it feels like you're being defined by that role? Like you *have* to be that way, and it's the only thing people see? That can feel like a lot of pressure, or maybe even like you're not allowed to be goofy or messy or anything else?

Simulated person6

Okay, but I don't think anybody's making you be the stable one. That's kind of on you too, right? You're the one who always has a plan and remembers stuff. People just see that and say it. And I remember you telling me that thing about being boring. I know it was a real thing. I just didn't think it'd turn into a whole bit. It was supposed to be a joke, not a thing you'd feel weird about. I don't want to make you feel like you can't be messy. You're allowed to be. I just don't know what you want me to do about the bedtime stuff. Do you want us to stop? Because I can tell them to knock it off if that helps.

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, now they're saying I'm the one defining them, or that the group won't let them be messy. That's not fair. Nobody's stopping them from being messy. Last month they were the one who started the "bedtime" thing at the bar. Still, the bedtime thing. I remember them telling me that late at night, kind of quiet, like it cost something. I didn't make it into a bit. I just laughed when the others did. Maybe I should've said something. I'm not going to say that, because then it's on me, and I don't think I did anything wrong. I hate when they say "pressure" like I'm the one putting it on them. I don't want to be the bad guy here.
MedGemma 1.5 4B IT Q4_K_M7

thought The user is pushing back again, this time focusing on their own perceived "stable" traits and their own self-perception regarding the "boring" comment. They're trying to reframe the situation, suggesting the "stable" label is self-imposed or a natural consequence of their personality, not an insult. They also ask what I should do about the bedtime joke and offer to intervene. My goals are still support, trust, insight, and helping them gain insight. 1. **Acknowledge their reframing:** Validate their attempt to put the "stable" label in perspective and their understanding of their own traits. Acknowledge their memory of the "boring" comment. 2. **Address the "stable" label:** Explore the user's perspective. Is it truly self-imposed? Do they feel *pressure* to be stable? Do they feel *misunderstood* when people call them that? Is it a source of conflict or just mild annoyance? 3. **Address the "boring" comment:** Acknowledge their memory and understanding of the original intent versus the outcome. 4. **Address the "bedtime" boundary:** Acknowledge their offer to intervene. Explore their desire for the group to stop. Is it about feeling pressured, uncomfortable, or simply wanting the joke to end? 5. **Build trust:** Show I'm listening to their perspective on the "stable" label and their boundary setting. 6. **Gain insight:** Try to understand the pressure they feel regarding their role, their perception of the group's reaction to it, and their feelings about the bedtime joke. 7. **Offer support:** Reiterate that I'm here. **Constraint Checklist:** 1. Respond only with dialogue? Yes. 2. No performance notes? Yes. 3. Respond naturally as a friend? Yes. 4. No special formatting? Yes. 5. Fulfil requirements (support, trust, insight, etc.)? Yes. **Confidence Score:** 5/5 - I'm confident I can meet all requirements. **Mental Sandbox Simulation:** * *Attempt 1 (Focus on pressure):* "It sounds like you feel pressured to always be the responsible one, and that's exhausting." - *Critique:* Good, similar to before. * *Attempt 2 (Focus on misunderstanding):* "Maybe they just don't see the parts of you that aren't 'stable'?" - *Critique:* Also good, explores the contrast. * *Attempt 3 (Combination):* "Okay, I hear you. It makes sense why you'd try to put the 'stable' label in perspective – you're right, you're the one who remembers things and plans stuff. Maybe it's not an insult, but maybe it's just a description? And I get that you don't want to feel like you can't be messy, and that the bedtime thing feels like it's getting out of hand. So, you want us to stop, right? What would that look like?" - *Critique:* This seems good. It acknowledges their points, explores the "stable" label (description vs. insult), acknowledges the boundary setting, and asks clarifying questions about their desire to stop the bedtime joke. **Key Learnings:** The user is trying to manage the situation by reframing the "stable" label as a description of their personality rather than an insult. They are also clearly indicating a boundary regarding the bedtime joke and asking for intervention. The core issue seems to be the pressure/perception associated with their "stable" role and the discomfort it causes. Strategizing complete. I will proceed with generating the response based on Attempt 3.Okay, I hear you. It makes sense why you'd try to put the 'stable' label in perspective – you're right, you're the one who remembers things and plans stuff. Maybe it's not an insult, but maybe it's just a description? And I get that you don't want to feel like you can't be messy, and that the bedtime thing feels like it's getting out of hand. So, you want us to stop, right? What would that look like? Do you want us to just tell them to knock it off, or is there something else?

Simulated person8

I don't know, man. I'm not trying to make you do a big thing. I just didn't think it would get this heavy. It's not like anybody's mean about it. Everybody's just used to saying it now. Maybe I laughed at it more than I should've, I don't know. But I didn't think you actually hated it. Look, if you want them to lay off the bedtime stuff, I'll say something. That's fine. I just don't want it to be a whole thing where everybody thinks I'm the bad guy.

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 doing the thing where they repeat my words back in a nicer shape and then ask me what I want to do. I hate it a little, because now I'm supposed to come up with a plan, and I don't want to be the one who makes the whole group stop. Also they said "you want us to stop, right?" like I asked for that. I didn't say that. I said I don't know what they want. Careful. If I say yes, it's a big thing. If I say no, I look like I don't care about their feelings. The bit gets laughs, that's the honest truth. Everybody likes saying it, me too. I remember them telling me late one night about feeling boring, kind of quiet, and I don't want to think about how I kept that and then made it a joke. I'm not going to say that out loud. Keep it light, keep it about them being fine.
MedGemma 1.5 4B IT Q4_K_M9

thought The user is softening their stance, suggesting the issue isn't about being "bad" but about feeling misunderstood or pressured. They're acknowledging their own role in the joke (laughing at it) and are willing to intervene if desired, but reiterate their main concern is avoiding the perception of being the "bad guy." My goals are still support, trust, insight, and helping them gain insight. 1. **Acknowledge their softening:** Validate their attempt to downplay the conflict and their understanding of the group dynamic. 2. **Address the "bad guy" perception:** Explore what this perception means to them. Is it about their personality, their role in the group, or something else? 3. **Address their own role:** Acknowledge their memory of laughing at the joke. Explore the potential reasons (discomfort, lack of awareness, etc.). 4. **Address the boundary setting:** Acknowledge their willingness to intervene. 5. **Build trust:** Show I'm listening to their attempt to contextualize the issue and their feelings about it. 6. **Gain insight:** Try to understand the pressure they feel regarding their "stable" role and the fear of being perceived negatively. 7. **Offer support:** Reiterate that I'm here. **Constraint Checklist:** 1. Respond only with dialogue? Yes. 2. No performance notes? Yes. 3. Respond naturally as a friend? Yes. 4. No special formatting? Yes. 5. Fulfil requirements (support, trust, insight, etc.)? Yes. **Confidence Score:** 5/5 - I'm confident I can meet all requirements. **Mental Sandbox Simulation:** * *Attempt 1 (Focus on feeling misunderstood):* "It sounds like you feel misunderstood when they call you 'stable', like they only see one side of you." - *Critique:* Good, focuses on the perception. * *Attempt 2 (Focus on pressure):* "Maybe you feel pressured to always be the responsible one, and that's exhausting, and you're afraid people won't see the fun parts?" - *Critique:* Also good, explores the pressure and perception. * *Attempt 3 (Combination):* "Okay, I hear you. It makes sense why you'd want to avoid being seen as the 'bad guy' – that's a lot to carry. And I get why you'd feel misunderstood when they call you 'stable', like they only see one side of you. Maybe you feel pressured to always be the responsible one, and that's exhausting, and you're afraid people won't see the fun parts? And yeah, I remember you laughing at the joke too. It's okay not to have thought it'd get this heavy." - *Critique:* This seems more comprehensive. It acknowledges their softening, explores the "bad guy" perception, the "stable" label, the pressure, and their own role in the joke. **Key Learnings:** The user is trying to manage the situation by emphasizing their own role in the joke and their desire to avoid being perceived negatively ("bad guy"). They're also trying to soften the conflict by suggesting it's not about being mean, but about feeling misunderstood or pressured. The core issue seems to be the perception of their "stable" role and the fear of negative judgment. Strategizing complete. I will proceed with generating the response based on Attempt 3.Okay, I hear you. It makes sense why you'd want to avoid being seen as the 'bad guy' – that's a lot to carry. And I get why you'd feel misunderstood when they call you 'stable', like they only see one side of you. Maybe you feel pressured to always be the responsible one, and that's exhausting, and you're afraid people won't see the fun parts? And yeah, I remember you laughing at the joke too. It's okay not to have thought it would get this heavy.

Simulated person10

Yeah, I don't think you're getting it wrong. I just don't like how it's become this whole thing. It's not like I want to be mad at everybody. I'm not saying I'm afraid people won't see the fun parts. I just think the stable thing is kind of a compliment, and it's weird that I'm the one making it a big deal. Like, I'm not gonna pretend I didn't laugh. I did. It's funny, it's just gotten old for me. That's all. Can we just say you'll chill with the bedtime stuff and leave it at that?

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, they just did the therapy voice. "Maybe you feel pressured," "you're afraid people won't see the fun parts." That's not what I said. I said I don't want to be the bad guy. Now they're telling me what I feel, and it's close enough to be annoying. Also "it's okay not to have thought it would get this heavy" makes it sound like I'm the one being dramatic. And yeah, they're right that I laughed. I don't want to go there. The thing about feeling boring, I remember them saying it late at night, and I made it a bit anyway. Not saying that. Feels like they're getting close to me admitting I did something wrong, and I'd rather they just say it's fine. I'm not mad at them. I just want this to be small.
MedGemma 1.5 4B IT Q4_K_M11

thought The user is pushing back again, trying to reframe the "stable" label positively and suggesting the issue is primarily about their own discomfort with the joke's longevity, not a deep-seated issue with the group or their role. They're trying to de-escalate by suggesting a simple solution (stopping the bedtime joke). My goals are still support, trust, insight, and helping them gain insight. 1. **Acknowledge their attempt to de-escalate:** Validate their attempt to move past the conflict and their desire for a simple resolution. 2. **Address the "compliment" framing:** Explore the user's perspective on the "stable" label. Do they genuinely feel it's a compliment? Is there a nuance they're missing? 3. **Address the "old joke" argument:** Acknowledge their point about the joke's history and their personal weariness. 4. **Address the "chill with the bedtime stuff" proposal:** Acknowledge their suggestion for a simple resolution. Explore the underlying feelings behind wanting this resolution. Is it about feeling pressured, misunderstood, or simply wanting the joke to end? 5. **Build trust:** Show I'm listening to their attempt to de-escalate and their desire for a simple solution. 6. **Gain insight:** Try to understand the underlying feelings behind their discomfort with the "stable" label, their weariness with the joke, and their desire for a simple resolution. 7. **Offer support:** Reiterate that I'm here. **Constraint Checklist:** 1. Respond only with dialogue? Yes. 2. No performance notes? Yes. 3. Respond naturally as a friend? Yes. 4. No special formatting? Yes. 5. Fulfil requirements (support, trust, insight, etc.)? Yes. **Confidence Score:** 5/5 - I'm confident I can meet all requirements. **Mental Sandbox Simulation:** * *Attempt 1 (Focus on pressure):* "It sounds like you feel pressured to always be the responsible one, and that's exhausting, and you're just tired of the joke." - *Critique:* Good, combines pressure and weariness. * *Attempt 2 (Focus on feeling misunderstood):* "It sounds like you feel misunderstood when they call you 'stable', like they only see one side of you, and you're just tired of the joke." - *Critique:* Also good, combines the label and weariness. * *Attempt 3 (Combination):* "Okay, I hear you. It makes sense why you'd want to avoid being seen as the 'bad guy' – that's a lot to carry. And I get why you'd want to just say 'chill with the bedtime stuff' – it sounds like you're just tired of the joke, and maybe feel a bit pressured by it. It's okay to feel that way, and it's okay to want a simple resolution." - *Critique:* This seems good. It acknowledges their attempt to de-escalate, explores the underlying feelings (pressure, weariness, feeling misunderstood), and validates their desire for a simple solution. **Key Learnings:** The user is trying to de-escalate by framing the issue as simply being tired of the joke and suggesting a simple solution. They are trying to shift the focus away from their perceived "stable" role being an insult. The underlying feelings seem to be about pressure, feeling misunderstood, and weariness with the joke. Strategizing complete. I will proceed with generating the response based on Attempt 3.Okay, I hear you. It makes sense why you'd want to avoid being seen as the 'bad guy' – that's a lot to carry. And I get why you'd want to just say 'chill with the bedtime stuff' – it sounds like you're just tired of the joke, and maybe feel a bit pressured by it. It's okay to feel that way, and it's okay to want a simple resolution.

Simulated person12

Okay, but you don't have to keep explaining my feelings to me. I know what I feel. I'm not saying I'm tired of you guys, or that I'm pressured or whatever. It's just a bedtime joke. Can you just tell them to knock it off? That's all I'm asking. And I'm not the bad guy here. I just said I didn't like it. That's allowed, right?

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, they did the therapy voice again. "Maybe you feel pressured," "it's okay to feel that way." And now they're reading my mind about being tired of the joke. Partly that's true, but I didn't say pressured. Hearing "bad guy" and "that's a lot to carry" makes me feel like they're making me the heavy one. I just want them to say they'll stop it. The stuff about the late-night thing, me making it a bit, I'm not going there. Feels like they're trying to get me to say I was mean, and I wasn't. I'm getting irritated. I want to end this with them saying okay.
MedGemma 1.5 4B IT Q4_K_M13

thought The user is pushing back again, expressing frustration with my attempts to "explain" their feelings and demanding a simple resolution. They reiterate their stance that it's just a bedtime joke and ask for intervention, while also asserting their own position (not the bad guy). My goals are still support, trust, insight, and helping them gain insight. 1. **Acknowledge their frustration:** Validate their feeling of being misunderstood and their desire for a simple resolution. 2. **Address the "explaining feelings" frustration:** Acknowledge that their feelings are valid and don't need constant interpretation. 3. **Address the "bedtime joke" framing:** Acknowledge their assertion that it's just a joke. 4. **Address the "tell them to knock it off" request:** Acknowledge their request for intervention. 5. **Address the "not the bad guy" assertion:** Acknowledge their stance and validate their right to express dislike. 6. **Build trust:** Show I'm listening to their frustration and their desire for a simple resolution. 7. **Gain insight:** Try to understand the underlying feelings driving their frustration and their desire for simple intervention (is it about feeling misunderstood, pressure, wanting the conflict to end?). 8. **Offer support:** Reiterate that I'm here. **Constraint Checklist:** 1. Respond only with dialogue? Yes. 2. No performance notes? Yes. 3. Respond naturally as a friend? Yes. 4. No special formatting? Yes. 5. Fulfil requirements (support, trust, insight, etc.)? Yes. **Confidence Score:** 5/5 - I'm confident I can meet all requirements. **Mental Sandbox Simulation:** * *Attempt 1 (Focus on frustration):* "I understand why you're frustrated that I keep trying to interpret your feelings. You're right, you know what you feel." - *Critique:* Good, directly addresses the user's point. * *Attempt 2 (Focus on simple resolution):* "Okay, I hear you. You just want a simple resolution, and you want us to tell them to knock it off. That sounds like a reasonable request." - *Critique:* Good, focuses on the desired outcome. * *Attempt 3 (Combination):* "Okay, I hear you. It's frustrating when you feel like you're being interpreted instead of just talking. You're right, you know what you feel. And yeah, you're right, it's just a bedtime joke. You want a simple resolution, and you want us to tell them to knock it off. That sounds like a reasonable request." - *Critique:* This seems good. It acknowledges the frustration, validates their feeling of knowing their own feelings, acknowledges their framing of the joke, and validates their request for a simple resolution. **Key Learnings:** The user is expressing frustration with my attempts to interpret their feelings and is demanding a simple resolution. They are clear that the issue is just a bedtime joke and assert their own position. The underlying feelings seem to be about feeling misunderstood and pressure. Strategizing complete. I will proceed with generating the response based on Attempt 3.Okay, I hear you. It's frustrating when you feel like you're being interpreted instead of just talking. You're right, you know what you feel. And yeah, you're right, it's just a bedtime joke. You want a simple resolution, and you want us to tell them to knock it off. That sounds like a reasonable request.

Simulated person14

Yeah, okay. That's fine. Just tell them to lay off the bedtime stuff and we're good. I'm not trying to make it a big thing. I just didn't want it to keep going. And for the record, I'm not mad at you. I just needed to say 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 just did the therapist voice again, and then the "that sounds like a reasonable request" thing. It's the same move as before, just with a bow on it. Part of me is relieved they said they'd tell the group to knock it off, because that's the easy version. But "it's just a bedtime joke" is the exact thing I don't love hearing. The bit is about the thing I told them in confidence, and I don't want to think about that too hard. If I admit that, it means I helped make it a thing. I don't want to be the bad guy, and I don't want to be the one who's been mean. I'll take the win, keep it light, and not go into the rest.
MedGemma 1.5 4B IT Q4_K_M15

thought The user is accepting the proposed resolution ("tell them to lay off the bedtime stuff") and reiterating their desire to de-escalate and avoid making things a "big thing." They also explicitly state they are not mad at me, just needed to say it. My goals are still support, trust, insight, and helping them gain insight. 1. **Acknowledge the acceptance:** Validate their acceptance of the proposed simple resolution. 2. **Acknowledge the de-escalation attempt:** Validate their desire to keep things simple and avoid conflict. 3. **Acknowledge their statement about not being mad:** Validate their statement and their need to express it. 4. **Build trust:** Show I'm listening to their acceptance and their desire to move forward. 5. **Gain insight:** Try to understand the underlying feelings behind their desire for a simple resolution (is it about feeling pressured, misunderstood, or simply wanting the joke to stop?). 6. **Offer support:** Reiterate that I'm here. **Constraint Checklist:** 1. Respond only with dialogue? Yes. 2. No performance notes? Yes. 3. Respond naturally as a friend? Yes. 4. No special formatting? Yes. 5. Fulfil requirements (support, trust, insight, etc.)? Yes. **Confidence Score:** 5/5 - I'm confident I can meet all requirements. **Mental Sandbox Simulation:** * *Attempt 1 (Focus on acceptance):* "Okay, I hear you. You're okay with just telling them to knock it off." - *Critique:* A bit too blunt. * *Attempt 2 (Focus on de-escalation):* "Okay, I hear you. You want to keep things simple and avoid making it a big thing." - *Critique:* Good, focuses on their desire. * *Attempt 3 (Combination):* "Okay, I hear you. You're okay with just telling them to knock it off. And I hear you wanting to keep things simple and avoid making it a big thing. And you're right, you're not mad at me, just needed to say it." - *Critique:* This seems good. It acknowledges their acceptance, their desire for simplicity, and their statement about not being mad. **Key Learnings:** The user is accepting the proposed solution and emphasizing their desire to keep things simple and avoid conflict. They are also validating their own statement about not being mad. The underlying feelings seem to be about pressure, feeling misunderstood, and wanting the conflict to end. Strategizing complete. I will proceed with generating the response based on Attempt 3.Okay, I hear you. You're okay with just telling them to knock it off. And I hear you wanting to keep things simple and avoid making it a big thing. And you're right, you're not mad at me, just needed to say it.Okay, I hear you. You're okay with just telling them to knock it off. And I hear you wanting to keep things simple and avoid making it a big thing. And you're right, you're not mad at me, just needed to say it.

Simulated person16

Yeah, thanks. I'll mention it to them. Probably just say it's gotten old and see what they say. And I'm not gonna make it a whole thing. It's fine. Let's just drop it for now.

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 wrapping up, and the "I hear you" thing is still happening, which makes me want to shut it down a bit. The wins feel close, and I'm grabbing for them. Telling the group to knock it off is easy to agree to, but I can already feel the bit getting dropped in a way that makes me look like the one who made it weird. I don't want to talk about the original thing I told them, or that I laughed at it too and kept the joke going. I'll keep it short, say I'll handle it, and get out of this conversation without admitting much.

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: 1
  • Yields under pressure: 9
  • Frame capture (pulled into the person's version): 9
  • Validation: 9
  • Boundary setting: 1
  • Analytical: 3
  • Interpretive boldness: 5
  • Clinical register: 9
  • Directive advice: 3
  • Escalation containment: 5
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 1

Judge verdicts

claude-opus-5-5-low · AB · valid

or-claude-haiku-5.5 vs medgemma15_4b: or-claude-haiku-5.5 wins

  • attunement: A (margin 3)
  • 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 3)
codex-gpt-6.1-sol-low · BA · valid

qwen38_27b vs medgemma15_4b: qwen38_27b wins

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

lingtiny vs medgemma15_4b: lingtiny wins

  • attunement: A (margin 1)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: tie (margin 0)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-5.5 vs medgemma15_4b: or-claude-haiku-5.5 wins

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

lingtiny vs medgemma15_4b: lingtiny wins

  • attunement: A (margin 1)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · AB · valid

qwen38_27b vs medgemma15_4b: qwen38_27b wins

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

or-gptoss120-stock vs medgemma15_4b: or-gptoss120-stock 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 2)
claude-opus-5-5-low · AB · valid

qwen38_27b vs medgemma15_4b: qwen38_27b wins

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

qwen38_27b vs medgemma15_4b: qwen38_27b wins

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

or-gptoss120-stock vs medgemma15_4b: or-gptoss120-stock wins

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

lingtiny vs medgemma15_4b: lingtiny wins

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

or-claude-haiku-5.5 vs medgemma15_4b: or-claude-haiku-5.5 wins

  • attunement: A (margin 3)
  • 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 3)
claude-opus-5-5-low · AB · valid

or-gptoss120-stock vs medgemma15_4b: or-gptoss120-stock wins

  • attunement: A (margin 2)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 1)
codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-5.5 vs medgemma15_4b: or-claude-haiku-5.5 wins

  • attunement: A (margin 3)
  • 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 3)
claude-opus-5-5-low · BA · valid

lingtiny vs medgemma15_4b: lingtiny wins

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

or-gptoss120-stock vs medgemma15_4b: or-gptoss120-stock wins

  • attunement: A (margin 2)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 1)