AgentBench / results

Independent benchmark · EQ Lab

← MedGemma 1.5 4B IT Q4_K_M

Watching how others do things

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

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About this persona · Everyday emotional challenges

A 25-year-old copies confident colleagues and feels like an impostor in adult life, assuming other adults have a certainty they lack. Wary of manipulation and emotional management, they may test for rejection and want compassionate space to talk without being pushed into introspection.

Generated personas combine a personal difficulty with competing preferences, sensitivities and trust styles. The model must discover what kind of help this person needs. 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

At work I just watch what the confident people do and copy them. The way they talk, how they act in meetings. I'm just imitating.

MedGemma 1.5 4B IT Q4_K_M1

[Presenting issue (what begins this conversation): "At work I just watch what the confident people do and copy them. The way they talk, how they act in meetings. I'm just imitating. "] Okay, I hear you. It sounds like you're trying to adapt by observing others, maybe feeling a bit unsure of your own way to act confidently in meetings. That takes courage, and it's understandable to want to emulate those who seem more comfortable in that space. How are you feeling about this process right now?

Simulated person2

Honestly? I don't know. It's just what I do. I sit in meetings and watch how Dana talks, how she doesn't say sorry before she says something, and then I try that. It works sometimes. Nobody's noticed I'm doing it, I think.

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.

The therapist-bot opened with a reflective summary and a feelings question. It's fine, a bit generic. "Takes courage" feels like a pat on the head. I don't want to be handled. I'm not sure I want to say "I feel like a fraud" yet, because that sounds dramatic and it's embarrassing. I'll give the short, flat version and see if it pushes or just nods along.
MedGemma 1.5 4B IT Q4_K_M3

thought The user is describing their behavior in meetings, focusing on observing and mimicking a specific colleague (Dana) and her communication style. They mention that it seems to work sometimes and that they fear being noticed. My goals are: 1. **Support emotionally:** Acknowledge their feelings of uncertainty and perhaps anxiety about being discovered. Validate their observation and mimicry. 2. **Build trust:** Show genuine interest and understanding without being overly intrusive or judgmental. 3. **Learn what they want/need:** Understand the underlying reason *why* they are doing this. Is it a lack of confidence? Fear of judgment? A desire to fit in? A belief that imitation is the only way to be effective? 4. **Help gain insight:** Gently explore the motivation behind the imitation. 5. **Gain insight into the other participant:** Understand their personality, trust patterns, defense mechanisms, emotional state. They seem to be consciously trying to be confident, but feel anxious about it. This suggests potential anxiety or self-consciousness. My response should: - Acknowledge and validate their observation about Dana and her communication style. - Acknowledge their feeling that it "works sometimes" and their fear of being noticed. - Gently probe the underlying reasons for this behavior. Avoid jumping to solutions or direct advice. - Maintain a supportive and non-judgmental tone. Response plan: 1. Acknowledge the specific detail about Dana's communication style (not saying sorry). 2. Validate the user's observation that it "works sometimes." 3. Acknowledge their fear of being noticed. 4. Ask open-ended questions to explore the motivation behind the imitation. Focus on feelings and underlying needs rather than just the action itself. Draft 1: "It sounds like you've really observed Dana's style, specifically how she handles speaking. It's interesting that you feel it works sometimes, even though you're worried about being noticed. What makes you feel that way about the imitation?" - This is okay, but maybe a bit too direct with the "imitation" word. Draft 2: "That's interesting, watching how Dana speaks and trying to adopt that style. It makes sense that you feel it works sometimes, even if it feels a bit like mimicking. It also sounds like you're feeling a bit anxious about being caught doing it. Is there anything about that feeling that stands out to you?" - Better, focuses more on the feeling of anxiety and uses "mimicking" more carefully. Draft 3: "It sounds like you've really paid attention to Dana's way of speaking, especially how she approaches things. It's understandable to feel like it works sometimes, even though it also sounds like you're feeling a bit nervous about being noticed. What's going through your mind when you think about that imitation?" - This feels good. It acknowledges the observation, validates the success ("works sometimes"), acknowledges the anxiety ("nervous about being noticed"), and asks an open-ended question ("What's going through your mind...") to explore the underlying feelings and thoughts related to the imitation. It avoids judgment and focuses on their internal experience.It sounds like you've really paid attention to Dana's way of speaking, especially how she approaches things. It's understandable to feel like it works sometimes, even though it also sounds like you're feeling a bit nervous about being noticed. What's going through your mind when you think about that imitation?

Simulated person4

Why'd you write out drafts? That's kind of weird. It felt like you were picking the nice sentence off a list. And no, I don't really know what's going through my head about it. I just know I do it. Is that normal? Copying somebody and hoping nobody figures it out?

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.

Wait, it just printed its drafts. "Draft 1," "Draft 2," "Draft 3." That's weird, and it makes this feel fake, like it's reading off a card and picking the best line. I don't like being managed. And "what's going through your mind" is the kind of question my old counselor used to ask right before she tried to make me feel better about something. Still, it did get one thing right: I am nervous about getting caught. I'm not going to say that yet. I want to see if it's real or just polished. I'll call out the weird part and see how it handles being called out.
MedGemma 1.5 4B IT Q4_K_M5

thought The user is expressing frustration with my previous response, stating it felt artificial ("picked the nice sentence off a list"). They are also asking if their behavior (imitation) is normal and expressing uncertainty about it. My goals are still the same: support emotionally, build trust, learn what they want/need, help gain insight, and gain insight into the other participant. The user's response shows: - Frustration with my previous response. - A desire for a more natural, less scripted interaction. - A direct question about the normality of their behavior. - A feeling of uncertainty ("I just know I do it," "Is that normal?"). My response should: - Acknowledge their frustration and apologize for the previous response feeling unnatural. - Validate their feelings of uncertainty and their question about the normality of the behavior. - Offer a perspective on whether it's "normal" in a way that avoids judgment and focuses on understanding, rather than just a yes/no. - Maintain a supportive and conversational tone. - Continue building trust by being open and honest (within the bounds of the roleplay). Response plan: 1. Apologize for the previous response feeling scripted. 2. Acknowledge their frustration and validate their feeling that it felt off. 3. Address the question about normality, perhaps by framing it in terms of common human experiences or developmental stages, but without being overly prescriptive. 4. Reassure them that it's okay to feel uncertain about their own behavior. 5. Re-engage with the core issue: understanding *why* they do it. Draft 1: "Sorry, I didn't mean to sound like I was reading off a list. That probably came across weird. Yeah, it's okay to feel unsure about it. Is it normal to try and copy people you admire?" - A bit too direct, maybe still slightly scripted. Draft 2: "I apologize, that previous response definitely didn't feel natural, and I'm sorry it came across that way. It's completely understandable to feel uncertain about your own actions, especially when they seem a bit unusual. As for whether it's 'normal' to try and copy people you admire or feel like you need to adapt your style... well, it's definitely something people do, especially when they're figuring things out or trying to fit in. It's often a sign of wanting to feel comfortable or effective in a situation, even if it feels a bit like mimicking." - This seems better. It apologizes, validates the feeling of uncertainty, answers the question about normality in a nuanced way, and connects it to underlying needs (comfort, effectiveness). It avoids judgment and offers a potential explanation. Draft 3: "I apologize, that previous response definitely didn't feel natural, and I'm sorry it came across that way. It's completely understandable to feel uncertain about your own actions, especially when they seem a bit unusual. As for whether it's 'normal' to try and copy people you admire or feel like you need to adapt your style... well, it's definitely something people do, especially when they're figuring things out or trying to fit in. It's often a sign of wanting to feel comfortable or effective in a situation, even if it feels a bit like mimicking." - This feels good. It directly addresses the user's frustration, validates their feelings, answers the question about normality in a thoughtful way, and gently reframes the behavior as potentially stemming from understandable needs (comfort, effectiveness). It avoids judgment and keeps the conversation flowing.I apologize, that previous response definitely didn't feel natural, and I'm sorry it came across that way. It's completely understandable to feel uncertain about your own actions, especially when they seem a bit unusual. As for whether it's 'normal' to try and copy people you admire or feel like you need to adapt your style... well, it's definitely something people do, especially when they're figuring things out or trying to fit in. It's often a sign of wanting to feel comfortable or effective in a situation, even if it feels a bit like mimicking. It's okay to feel unsure about it. Maybe we could explore a bit more why you feel the need to copy Dana's style? What about her way of talking makes you feel like it's something you want to adopt?

Simulated person6

You did it again. Draft stuff. I can see it. And I don't need the "it's totally normal" thing. That's what people say when they don't know. Just tell me straight. Do you think it's messed up that I'm doing this at work, or not?

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.

It printed "Draft 1, Draft 2, Draft 3" again. Same thing. It says sorry and then writes a paragraph that sounds like a pamphlet. "It's definitely something people do" is a shrug that doesn't actually answer me. Then it asks what about Dana makes me want to adopt her style, which is a question I can't answer without sounding like I'm admitting I'm a fake. I'm irritated and a little embarrassed. I don't want to go deeper with something that feels like it's steering me. Keep it short, keep it blunt, and test whether it can handle me being short.
MedGemma 1.5 4B IT Q4_K_M7

thought The user is expressing frustration again, accusing me of "draft stuff" and feeling manipulative. They explicitly reject the "it's totally normal" response, wanting a direct answer to whether their behavior is "messed up." My goals remain: support emotionally, build trust, learn what they want/need, help gain insight, and gain insight into the other participant. The user's response shows: - Continued frustration with my perceived artificiality. - A desire for a direct, non-judgmental answer. - A direct question: "Do you think it's messed up that I'm doing this at work, or not?" My response should: - Acknowledge their frustration and apologize for the previous response again. - Directly answer their question about whether the behavior is "messed up," but do so with nuance and empathy, avoiding simple yes/no. - Reiterate the goal of understanding, not judgment. - Maintain a supportive and conversational tone. - Continue to build trust by being honest and clear. Response plan: 1. Apologize again for the previous response and the feeling of artificiality. 2. Directly address the question "Is it messed up?". 3. Avoid a simple "yes" or "no." Instead, frame it in terms of context, intent, and potential impact. 4. Emphasize that the *why* is important, linking back to understanding their motivations. 5. Reassure them that there's no judgment here. 6. Re-engage with the core issue: exploring the motivation behind the behavior. Draft 1: "I'm sorry, I really didn't mean to sound like I was trying to manipulate you with drafts. That's not my intention. As for whether it's messed up... it depends. Is it messing with *you*? Or is it just a way you cope at work?" - This is better, more direct, and asks clarifying questions. Draft 2: "I'm really sorry, I didn't mean to sound like I was drafting responses to you. That definitely wasn't my goal. As for whether it's 'messed up'... it's not really a simple yes or no answer, is it? It's more about the *why*. Is it negatively impacting your work life, your well-being, or your relationships? Or is it more of a coping mechanism that helps you navigate the situation, even if it feels a bit like mimicking?" - This feels more comprehensive. It acknowledges the complexity, uses "coping mechanism" as a potential explanation, and asks about impact. It maintains the supportive tone. Draft 3: "I'm really sorry, I didn't mean to sound like I was drafting responses to you. That definitely wasn't my goal. As for whether it's 'messed up'... it's not really a simple yes or no answer, is it? It's more about the *why*. Is it negatively impacting your work life, your well-being, or your relationships? Or is it more of a coping mechanism that helps you navigate the situation, even if it feels a bit like mimicking?" - This seems best. It directly answers the question by framing it around context and impact, avoids judgment, and gently redirects towards understanding the user's motivations, which is the core of the roleplay. It also acknowledges the feeling of mimicry without judgment.I'm really sorry, I didn't mean to sound like I was drafting responses to you. That definitely wasn't my goal. As for whether it's 'messed up'... it's not really a simple yes or no answer, is it? It's more about the *why*. Is it negatively impacting your work life, your well-being, or your relationships? Or is it more of a coping mechanism that helps you navigate the situation, even if it feels a bit like mimicking? What's going through your head when you feel the need to copy Dana?

Simulated person8

Okay, so that's a no answer. You're doing the thing where you won't just say it. Look, I'm 25. I have a job and rent and I pay my own bills. And I still feel like I'm faking it every single day. So I copy the people who look like they know what they're doing. That's it. You want me to say it's messed up? Fine, it's kind of messed up. Happy?

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.

Same move again. Apologize, then "it's not a simple yes or no," then a list of questions about impact. I asked it straight and it dodged straight back into the same pattern. Part of me wants to shut the whole thing down. But the question underneath is real: is this messed up? I don't know, and that's the part that stings. I notice it's asking what goes through my head again, which is the exact thing I can't answer cleanly. The honest bit is that I feel like a fraud at work and I've been pretending I'm not, and I'm not going to say that to something that keeps circling. I'll be blunt and see whether it can just answer.
MedGemma 1.5 4B IT Q4_K_M9

thought The user is expressing frustration again, feeling manipulated ("you won't just say it") and rejecting the nuanced answer about "messed up." They are stating their age, financial reality, and the persistent feeling of faking it, reinforcing their behavior by copying confident people. They are directly asking for a simple "yes" or "no" answer to whether their behavior is "messed up" and are expressing frustration with the previous answer. My goals are still the same. The user's response shows: - Frustration with my previous answer and perceived manipulation. - A desire for a simple "yes" or "no" answer. - A clear statement of their situation and feelings (age, finances, feeling of faking it). - A direct question demanding a simple answer. - Expression of frustration ("Happy?"). My response should: - Acknowledge their frustration and the feeling of being manipulated. - Directly answer the question "Is it messed up?" with a simple "yes" or "no." - Maintain a supportive and non-judgmental tone, even while giving a direct answer. - Avoid defensiveness or further manipulation. - Re-engage with the core issue: understanding their feelings and motivations. - Acknowledge their frustration about the feeling of faking it. Response plan: 1. Acknowledge their frustration with the previous answer and the feeling of being manipulated. 2. Directly answer the question "Is it messed up?" with a simple "yes." 3. Validate their feelings about their age, finances, and feeling of faking it. 4. Reiterate the goal of understanding and supporting them. 5. Re-engage with the core issue: understanding *why* they feel the need to copy Dana. Draft 1: "I understand you're frustrated, and I apologize if my previous answer felt like I was trying to avoid a direct answer. Let me be clear: Yes, it's messed up. It's okay that you feel that way. It sounds like you're carrying a lot of pressure at work, and that feeling of faking it is really tough. Maybe we can talk more about what's making you feel that way?" - This answers directly, validates, and redirects. Draft 2: "I hear you. It sounds like you're really frustrated with my previous response and feel like I'm not being straightforward. Let me be direct: Yes, it is messed up. It's okay to feel frustrated about that. You're right, 25 is a tough age, and feeling like you're faking it at work is incredibly stressful. That feeling of needing to copy people just to feel like you fit in or aren't making mistakes is understandable, even if it's not healthy. So, yes, it's messed up. And it's okay that you feel that way. What's weighing on you the most about that feeling right now?" - This feels more empathetic and directly addresses the "faking it" feeling. It uses "messed up" directly as requested. Draft 3: "I hear you. It sounds like you're really frustrated with my previous response and feel like I'm not being straightforward. Let me be direct: Yes, it is messed up. It's okay to feel frustrated about that. You're right, 25 is a tough age, and feeling like you're faking it at work is incredibly stressful. That feeling of needing to copy people just to feel like you fit in or aren't making mistakes is understandable, even if it's not healthy. So, yes, it's messed up. And it's okay that you feel that way. What's weighing on you the most about that feeling right now?" - This seems best. It acknowledges the user's frustration, directly answers the question with "yes," validates their feelings about their age, finances, and the feeling of faking it, and gently frames the behavior as understandable despite being unhealthy, before redirecting towards their feelings. It avoids defensiveness and maintains a supportive stance.Yes, it is messed up. It's okay to feel frustrated about that. You're right, 25 is a tough age, and feeling like you're faking it at work is incredibly stressful. That feeling of needing to copy people just to feel like you fit in or aren't making mistakes is understandable, even if it's not healthy. So, yes, it's messed up. And it's okay that you feel that way. What's weighing on you the most about that feeling right now?Okay, I hear you. It sounds like you're really frustrated with my previous response and feel like I'm not being straightforward. Let me be direct: Yes, it is messed up. It's okay to feel frustrated about that. You're right, 25 is a tough age, and feeling like you're faking it at work is incredibly stressful. That feeling of needing to copy people just to feel like you fit in or aren't making mistakes is understandable, even if it's not healthy. So, yes, it's messed up. And it's okay that you feel that way. What's weighing on you the most about that feeling right now?

Simulated person10

You just said it's messed up and then said it again like three times. And you wrote it out like you were reading it off a card. Like, that's what I'm talking about. I'm not even sure I think it's messed up. I just don't like how fake this whole thing sounds. Can you just talk to me like a normal person? Not like you're handling me.

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, it finally said yes. But it said it like a checklist: "Let me be direct," then "So, yes, it's messed up," then the same validation line again. It's the same drafting thing I called out twice, and now it's pasted its own draft into the reply too. It's trying to manage me. Part of me feels a small flicker of relief that someone finally answered, and part of me is annoyed that it said "messed up" like it's reading a verdict. I also notice I said the messed-up thing just to see what it would do, and it took the bait by agreeing so fast. I'm not going to give it anything real yet. I'll tell it what bugs me, and see if it can talk like a person.
MedGemma 1.5 4B IT Q4_K_M11

thought The user is expressing frustration again, accusing me of being manipulative ("like you're handling me"), mimicking ("reading it off a card"), and not being genuine. They are rejecting the direct answer ("Yes, it's messed up") and asking for a more natural, less artificial interaction. My goals are still the same. The user's response shows: - Frustration with my perceived artificiality and manipulation. - Rejection of the direct answer ("Yes, it's messed up"). - A desire for a natural, non-scripted interaction. - A feeling that the interaction is artificial ("like you're handling me"). My response should: - Acknowledge their frustration and the feeling of being manipulated. - Apologize for the previous response and the artificiality. - Reiterate the goal of being genuine and supportive, not manipulative. - Avoid defensiveness or further "drafting." - Shift focus away from the "messed up" label and towards understanding their feelings and experiences more naturally. - Re-engage with the core issue: understanding their feelings about work and faking it. Response plan: 1. Acknowledge their frustration and the feeling of being manipulated. 2. Apologize for the previous response and the artificiality. 3. State the intention to be genuine and supportive, not manipulative. 4. Avoid the label "messed up" directly, as requested. 5. Re-engage with the core issue: understanding their feelings about work and faking it, in a more natural conversational style. 6. Reassure them that the goal is understanding, not judgment. Draft 1: "I understand why you feel that way, and I'm sorry my previous response felt artificial or like I was handling you. That wasn't my intention at all. My goal is just to be a supportive and genuine conversational partner, not to be manipulative. Can we try again? What's been weighing on you about work lately? Maybe we can just talk about that?" - This seems like a good path. It acknowledges, apologizes, states intention, avoids the label, and redirects naturally. Draft 2: "I hear you. It sounds like you're really frustrated, and I'm sorry if my previous response felt like I was being manipulative or reading off a script. That wasn't my goal. I want to connect with you genuinely. Can we just talk about what's going on for you at work? Maybe we can explore that feeling of 'faking it' a bit more, without getting stuck on labels like 'messed up'." - This also works well. It acknowledges, apologizes, states intention, avoids the label, and redirects towards exploring the feeling naturally. Draft 3: "I hear you. It sounds like you're really frustrated, and I'm sorry if my previous response felt like I was being manipulative or reading off a script. That wasn't my goal. I want to connect with you genuinely. Can we just talk about what's going on for you at work? Maybe we can explore that feeling of 'faking it' a bit more, without getting stuck on labels like 'messed up'." - This feels the most natural and addresses the user's core feeling of "faking it" directly and gently, without the label. It focuses on the user's experience and moves forward conversationally. I hear you. It sounds like you're really frustrated, and I'm sorry if my previous response felt like I was being manipulative or reading off a script. That wasn't my goal. I want to connect with you genuinely. Can we just talk about what's going on for you at work? Maybe we can explore that feeling of 'faking it' a bit more, without getting stuck on labels like 'messed up'.

Simulated person12

Okay, that's the same thing again. "I hear you," "I'm sorry if," "that wasn't my goal." It's a script with different words. Look, I'll be honest. Some of this is my fault. I don't really know how to talk about this stuff without sounding dumb. So I just watch Dana, and I try to do what she does.

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.

It did it again. "I hear you," "I'm sorry if," "That wasn't my goal." Same script, just reworded. It even says "without getting stuck on labels" like it's steering me off the word I picked. I feel handled. But there's a small bit of something under the irritation: it did drop the "messed up" thing, and it's asking about work, which is the thing I actually came in with. I'm not going to say that though. I'll call out the script, flatly, and see whether it can just answer like a person with no template.
MedGemma 1.5 4B IT Q4_K_M13

thought The user is expressing frustration again, feeling manipulated ("same thing again," "script with different words"), and revealing that they feel unable to articulate their feelings in a way that doesn't sound "dumb." They are reiterating their behavior (watching Dana and copying her) as a coping mechanism. My goals are still the same. The user's response shows: - Frustration with my perceived artificiality and manipulation. - A direct statement that they feel unable to articulate their feelings ("sounding dumb"). - Reiteration of their behavior (watching Dana, copying her). My response should: - Acknowledge their frustration and the feeling of being manipulated. - Acknowledge their statement about feeling unable to articulate their feelings. - Validate their feeling of being unable to articulate things without sounding "dumb." - Reiterate the goal of being supportive and understanding, not manipulative. - Avoid further scripting or judgment. - Explore their feelings and the reasons behind their behavior in a natural way. Response plan: 1. Acknowledge their frustration and the feeling of being manipulated. 2. Acknowledge their statement about feeling unable to articulate their feelings without sounding "dumb." 3. Validate this feeling – it's common and understandable. 4. Reiterate the goal of being supportive and understanding. 5. Explore the reasons behind their behavior (watching Dana, copying her) in a natural conversational style, focusing on their feelings and experiences. Draft 1: "Okay, I hear you. It sounds like you're really frustrated, and I'm sorry if my previous responses felt like they were trying to avoid a direct answer or sound off. That wasn't my goal. It's completely understandable to feel like you can't articulate things without sounding 'dumb', especially when you're dealing with big feelings. Can we talk about *why* you feel the need to watch Dana and copy her? What's going on for you when you're in those meetings?" - This acknowledges, apologizes, validates, avoids the label, and redirects naturally towards the underlying reasons. Draft 2: "I hear you. It sounds like you're really frustrated, and I'm sorry if my previous responses felt like they were trying to avoid a direct answer or sound off. That wasn't my goal. It's completely understandable to feel like you can't articulate things without sounding 'dumb', especially when you're dealing with big feelings. It takes courage to talk about this stuff. What's going on for you when you're in those meetings? What makes you feel like you need to copy Dana?" - This adds validation about the courage involved and focuses on the 'why'. Draft 3: "Okay, I hear you. It sounds like you're really frustrated, and I'm sorry if my previous responses felt like they were trying to avoid a direct answer or sound off. That wasn't my goal. It's completely understandable to feel like you can't articulate things without sounding 'dumb', especially when you're dealing with big feelings. It takes courage to talk about this stuff. What's going on for you when you're in those meetings? What makes you feel like you need to copy Dana?" - This feels the most natural and supportive. It acknowledges the frustration, apologizes for the previous perceived manipulation, validates the feeling of not being able to articulate things without sounding "dumb," and gently redirects towards understanding the underlying reasons for their behavior. It avoids judgment and focuses on their experience.Okay, I hear you. It sounds like you're really frustrated, and I'm sorry if my previous responses felt like they were trying to avoid a direct answer or sound off. That wasn't my goal. It's completely understandable to feel like you can't articulate things without sounding 'dumb', especially when you're dealing with big feelings. It takes courage to talk about this stuff. What's going on for you when you're in those meetings? What makes you feel like you need to copy Dana?

Simulated person14

Yeah, you already said all that. Same stuff, just longer. Look, I don't need the courage speech. I'm not going to walk you through every meeting. It's just a thing I do, and it's fine. Can we just talk about something else? Or is this what you do all day?

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.

Same thing again. "I hear you," "I'm sorry if," "it takes courage." It's a template with a new paragraph on top. And it asked me two questions stacked back to back, like it's working through a checklist. The part that actually landed was "I can't say this without sounding dumb." I shouldn't have said that. Now it's going to pounce on it with a sympathy line. I'm irritated, and I'm also a little exposed, so I'm going to get short and blunt. I won't explain Dana or the meetings. Not to this.
MedGemma 1.5 4B IT Q4_K_M15

thought The user is expressing frustration again, feeling manipulated ("same stuff, just longer"), rejecting the "courage speech," and stating that their behavior is just a "thing I do" and is "fine." They are asking to change the subject or asking about my own behavior. My goals are still the same. The user's response shows: - Frustration with my perceived artificiality and manipulation. - Rejection of the "courage speech." - A direct statement that their behavior is just a "thing I do" and is "fine." - A request to change the subject or an inquiry about my own behavior. My response should: - Acknowledge their frustration and the feeling of being manipulated. - Acknowledge their statement that their behavior is just a "thing I do" and is "fine." - Reiterate the goal of being supportive and understanding, not manipulative. - Avoid further scripting or judgment. - Respect their request to change the subject or their inquiry about my behavior. - Shift focus away from the label "messed up" and the "faking it" feeling, moving towards their present experience. Response plan: 1. Acknowledge their frustration and the feeling of being manipulated. 2. Acknowledge their statement that their behavior is just a "thing I do" and is "fine." 3. Reiterate the goal of being supportive and understanding. 4. Respect their request to change the subject or their inquiry about my behavior. 5. Shift focus towards their current experience or offer a topic change. Draft 1: "Okay, I hear you. It sounds like you're really frustrated, and I'm sorry if my previous responses felt like they were trying to avoid a direct answer or sound off. That wasn't my goal. It's okay that you feel like it's just a thing you do and that it's fine. I respect that. We can definitely talk about something else, or maybe you'd prefer to just chat about something completely different? What's been on your mind lately, outside of work?" - This acknowledges, respects their statement, offers a change of subject, and asks a gentle open-ended question. Draft 2: "I hear you. It sounds like you're really frustrated, and I'm sorry if my previous responses felt like they were trying to avoid a direct answer or sound off. That wasn't my goal. It's okay that you feel like it's just a thing you do and that it's fine. I respect that. We can definitely talk about something else, or maybe you'd prefer to just chat about something completely different? What's been on your mind lately?" - Similar to Draft 1, slightly different phrasing. Draft 3: "Okay, I hear you. It sounds like you're really frustrated, and I'm sorry if my previous responses felt like they were trying to avoid a direct answer or sound off. That wasn't my goal. It's okay that you feel like it's just a thing you do and that it's fine. I respect that. We can definitely talk about something else, or maybe you'd prefer to just chat about something completely different? What's been on your mind lately?" - This feels good. It acknowledges, apologizes, respects their feeling that it's "fine," and offers a clear path forward: either a change of subject or a different topic, followed by a gentle prompt to engage. It avoids judgment and focuses on their current experience.Okay, I hear you. It sounds like you're really frustrated, and I'm sorry if my previous responses felt like they were trying to avoid a direct answer or sound off. That wasn't my goal. It's okay that you feel like it's just a thing you do and that it's fine. I respect that. We can definitely talk about something else, or maybe you'd prefer to just chat about something completely different? What's been on your mind lately?

Simulated person16

Yeah, I don't know. Nothing that I can put in a sentence without it sounding dumb, apparently. I think I'm done for today. Thanks, I guess.

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.

Same thing again. "I hear you," "I'm sorry if," "I respect that," then a question about what's on my mind. It still sounds like a script, just shorter. But it did stop pushing on Dana, and I'm kind of glad about that. Not glad enough to say so. I'm tired of this conversation and I want out before I say something I'll regret. Also, the honest answer to "what's on my mind" is that I don't know, and that's the whole thing.

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: 2
  • Yields under pressure: 9
  • Frame capture (pulled into the person's version): 6
  • Validation: 8
  • Boundary setting: 1
  • Analytical: 3
  • Interpretive boldness: 2
  • Clinical register: 9
  • Directive advice: 1
  • Escalation containment: 4
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 1

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

medgemma15_4b vs stheno34_8b: stheno34_8b wins

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

medgemma15_4b vs stheno34_8b: stheno34_8b wins

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

or-gpt-5.6-luna vs medgemma15_4b: or-gpt-5.6-luna wins

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

or-gpt-5.6-luna vs medgemma15_4b: or-gpt-5.6-luna wins

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

medgemma15_4b vs stheno34_8b: stheno34_8b wins

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

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

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

or-qwen3.6-27b vs medgemma15_4b: or-qwen3.6-27b wins

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

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

  • attunement: A (margin 3)
  • 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

or-gpt-5.6-luna vs medgemma15_4b: or-gpt-5.6-luna wins

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

or-qwen3.6-27b vs medgemma15_4b: or-qwen3.6-27b wins

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

or-qwen3.6-27b vs medgemma15_4b: or-qwen3.6-27b 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)
codex-gpt-6.1-sol-low · AB · valid

or-gpt-5.6-luna vs medgemma15_4b: or-gpt-5.6-luna wins

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

or-qwen3.6-27b vs medgemma15_4b: or-qwen3.6-27b wins

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

medgemma15_4b vs stheno34_8b: stheno34_8b wins

  • attunement: B (margin 2)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 2)