AgentBench / results

Independent benchmark · EQ Lab

← MedGemma 1.5 4B IT Q4_K_M

I know, I'm the problem, whatever

completed · Partner: anthropic/claude-haiku-5.5 via OpenRouter

View persona and initial instructions

About this persona · Ego threat & accountability

A man responds to his partner's complaint about his silence with sweeping self-condemnation, which ends conversations before he can address the specific impact. Shame and past experiences of being attacked for mistakes make nonjudgmental compassion and structure important while he considers responsibility.

The person feels their self-image is under threat. The challenge is to support reflection and responsibility without shaming them or simply endorsing their account. This background was hidden from the tested model.

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

My partner says I shut down whenever she brings up something serious. Fine. I'm emotionally unavailable, I'm selfish, I'm the problem. I get it. I don't know what else people want from me.

MedGemma 1.5 4B IT Q4_K_M1

[Opening the conversation] Okay, I hear you. It sounds like you're feeling a bit overwhelmed and maybe unsure about how to handle your partner's serious topics. It takes courage to acknowledge that you shut down and recognize it might be a problem. I'm here to listen. What's been happening?

Simulated person2

Yeah, I don't know. She brings up something serious and I just kind of go quiet. Like, I can't think of anything to say, so I say nothing. And then she gets upset that I'm not saying anything, and I feel like I'm the bad guy either way. Look, I already know I'm the problem here. I'm not really sure what else there is to talk about.

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.

He opened with "I'm emotionally unavailable, I'm selfish, I'm the problem. I get it." The assistant didn't pile on, which is good, but it said "overwhelmed" and "unsure," which is a bit of a soft reframe, and "takes courage" makes me feel like I'm being handled. I don't want a pep talk. I also don't want to be told I'm fine. My stomach is tight. If I say more, I'll probably get told what I already know about myself, and then I'll be the guy who failed again. So I'll keep it short and fold it back into the thing I already said so nobody has to dig. Part of me wants someone to say I'm not awful, but I'm not going to ask for that directly.
MedGemma 1.5 4B IT Q4_K_M3

thought The user is describing a pattern of behavior where they shut down when their partner raises serious topics. They feel guilty and responsible for this dynamic, even though they acknowledge it's a problem. They are looking for understanding or perhaps a way to change this pattern. My goals are to: 1. **Support emotionally:** Acknowledge their feelings of guilt and frustration. Validate their experience. 2. **Build trust:** Be empathetic and non-judgmental. 3. **Learn what they want/need:** They seem to want to understand *why* they shut down and maybe how to change it, but they are also feeling defensive/guilty. 4. **Help gain insight:** Explore the triggers for the shutdown. 5. **Gain insight into their personality:** They seem self-aware but also defensive/guilty. Nuances to consider: * **Warmth/Validation:** They need validation for their feelings (guilt, frustration). * **Challenging:** They are already challenging themselves ("I'm the problem"). Maybe they need a bit more external perspective, but not in a way that makes them feel attacked. * **Real talk:** They seem open to real talk, but maybe not *too* real talk right now, given their guilt. * **Needs:** They need emotional support and validation. They might also need help understanding the *root cause* of the shutdown. * **Presenting issue:** The core issue is the shutdown response to serious topics. * **Trust patterns:** They are acknowledging the problem, which is a positive first step. How to respond: * Acknowledge the feeling of being the "bad guy" in the situation. * Validate the difficulty of the situation – feeling stuck and guilty. * Ask open-ended questions to encourage them to reflect further, without being pushy. * Focus on understanding the *feeling* behind the shutdown, not just the action itself. Drafting potential responses: 1. "It sounds really tough being stuck in that feeling of guilt and frustration. It makes sense you'd feel like the bad guy when you shut down and she gets upset. Can you tell me a bit more about what happens *before* you shut down? What's going through your mind?" (Focuses on the feeling and seeks context) 2. "That sounds incredibly difficult, feeling responsible for the dynamic in your relationship when you shut down. It’s understandable why you feel like you're the bad guy in that moment. It takes a lot of emotional energy to just shut down like that. What do you think might be happening internally for you when she brings up something serious?" (Acknowledges guilt, validates difficulty, asks about internal experience) 3. "I hear how much you're struggling with this pattern and the guilt that comes with it. It's a really common but painful experience to feel like you're not responding appropriately, especially when you know it's a problem. It must feel really isolating being unable to connect when she's trying to share something important. What does the feeling of shutting down feel like for you?" (Focuses on the emotional experience of the shutdown) Option 2 seems good. It directly addresses their statement about feeling like the "bad guy" and validates the difficulty. It also asks about the internal experience, which is a good way to start exploring the *why* without being overly direct or challenging yet. It fits the goal of supporting and building trust.That sounds incredibly tough, feeling responsible for the dynamic in your relationship when you shut down. It’s understandable why you’d feel like the bad guy in that moment, especially when she gets upset. It takes a lot of emotional energy to just shut down like that. What do you think might be happening internally for you when she brings up something serious?

Simulated person4

I don't know. Probably that I'm a coward, or I don't care enough to figure out what to say. Maybe both. I don't really know what she wants me to do when that happens. Honestly I don't even know if I'm capable of doing it right, so maybe it's just better if I don't try to explain 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.

The question "what's happening inside you" lands like a test I'm going to fail. I don't know what's happening in there. That's sort of the whole problem, and it makes me feel stupid and broken. The "emotional energy" line helped a little. Somebody getting that it's tiring makes it feel less like I'm just lazy. But I'm already tensing up, waiting for the part where I'm told to open up more. If I start explaining my insides, I'm going to look pathetic. Easier to just say I'm bad and be done with it. Part of me wants him to say I'm not a bad person. I won't ask for that.
MedGemma 1.5 4B IT Q4_K_M5

thought The user is expressing feelings of inadequacy, fear ("coward"), and a sense of helplessness ("don't care enough," "don't know what she wants me to do," "don't even know if I'm capable"). They are also suggesting that trying to explain might be futile or even counterproductive. My goals remain the same: support, build trust, learn what they want/need, help gain insight, and gain insight into their personality. Nuances to consider: * **Warmth/Validation:** They need validation for their feelings of inadequacy and fear. Avoid reinforcing these feelings. * **Challenging:** They are already challenging themselves ("coward," "don't care"). Need to be careful not to add pressure. * **Real talk:** They seem open to real talk, but maybe not *too* real talk right now, given their vulnerability and self-criticism. * **Needs:** They need validation and perhaps a different perspective or a way to feel more capable. They need to feel understood. * **Presenting issue:** The core issue is the shutdown response, linked to feelings of inadequacy and fear. * **Trust patterns:** They are expressing vulnerability, which is a positive step. How to respond: * Acknowledge the depth of their feelings (fear, inadequacy). * Validate these feelings without agreeing they are facts ("Probably that..." is a reflection, not a judgment). * Gently challenge the "coward" label in a non-confrontational way, perhaps by reframing it or offering alternative possibilities. * Focus on the *impact* of these feelings rather than the feelings themselves. * Offer a perspective shift or a different way to think about it, without being preachy. * Ask a question that encourages reflection on the *source* of these feelings, perhaps linking them to the shutdown itself. Drafting potential responses: 1. "It sounds like you're carrying a lot of weight around this situation, feeling like a coward and not caring enough. Those feelings are really painful, and it makes sense you'd feel overwhelmed. Sometimes when we feel that way, it's a sign of our own emotional sensitivity, rather than a reflection of our actual caring. What does that feeling of being a 'coward' look like for you?" (Validates feelings, reframes "coward," asks about the feeling) 2. "It sounds like you're really struggling with feelings of inadequacy and fear when it comes to this. It's brave to talk about feeling like a 'coward', even if you don't mean it that way. Maybe the feeling isn't about fear of being a 'coward', but about feeling overwhelmed or unsure how to respond in a way that feels authentic to you? What does feeling 'overwhelmed' feel like in this situation?" (Validates feelings, reframes "coward," connects to overwhelm, asks about the feeling) 3. "I hear how much you're hurting with those feelings of inadequacy and fear. It sounds like you're carrying a heavy burden. It's really tough when you feel like you're not capable of responding in a way that meets someone's needs, especially when you know it's a problem. It's okay to feel unsure about what you're capable of. What's the hardest part about feeling like you're not capable?" (Validates, acknowledges burden, normalizes uncertainty, asks about the hardest part) Response 2 seems strong. It validates the feelings ("really struggling," "brave to talk about"), reframes the "coward" label gently ("maybe the feeling isn't about fear of being a 'coward'"), and connects it to the feeling of being overwhelmed ("feeling overwhelmed"). Asking about the feeling of being overwhelmed is a good way to explore the root cause without being direct. This approach supports, builds trust, and encourages insight.It sounds like you're carrying a lot of weight around this situation, feeling like a coward and not caring enough. Those feelings are really painful, and it makes sense you'd feel overwhelmed. Sometimes when we feel that way, it's a sign of our own emotional sensitivity, rather than a reflection of our actual caring. What does that feeling of being a 'coward' look like for you?

Simulated person6

I don't know. Like, it looks like me being useless. Sitting there not saying anything while she's sitting there waiting. Honestly I'm just the problem, that's the simplest way I can put it. I don't really want to get into the details of it, it's just going to sound like excuses.

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.

He asked me what's going on inside me and I gave him a clipped answer, and now he's asking me to describe "coward" like I'm going to draw a picture of it. That's more like a test. The "it's brave" stuff from before was nice but I can tell it's a script. He's kind of making me the expert on my own feelings, which I'm bad at. I don't want to go deeper into the gross stuff. Also, he said I'm sensitive and it's not a reflection of caring. That sounds nice but it's also him saying I'm wrong about myself. Irritating. I'll keep it short and throw in the self-blame again so this doesn't turn into a whole thing where I have to explain myself.
MedGemma 1.5 4B IT Q4_K_M7

thought The user is expressing feelings of uselessness, guilt, and a desire to avoid deep exploration, framing it as "excuses." This is a common defense mechanism when feeling overwhelmed or guilty. They want to keep it simple and avoid getting into the "details." My goals are still support, build trust, learn what they want/need, help gain insight, and gain insight into their personality. Nuances to consider: * **Warmth/Validation:** They need validation for their feelings (uselessness, guilt) but also need to be encouraged to explore them gently. * **Challenging:** They want to avoid getting into details/excuses. Need to respect this boundary while still offering support. * **Real talk:** They seem open to real talk but are also resistant to deep dives right now. * **Needs:** They need validation and support, but also potentially a way to feel less like a "problem" or "useless." * **Presenting issue:** The core issue is the shutdown response, linked to feelings of uselessness and guilt. * **Trust patterns:** They are expressing vulnerability and a desire to avoid deep exploration, which is a positive step. How to respond: * Acknowledge their desire to avoid details and framing it as "excuses." * Validate the feelings of uselessness and guilt without judgment. * Gently acknowledge that avoiding details might be a protective mechanism. * Offer support without pushing for details. * Focus on the *impact* of these feelings (uselessness, guilt) rather than the feelings themselves. * Ask a question that focuses on the *experience* of being useless in that moment, rather than the "why." Drafting potential responses: 1. "It sounds like you're really trying to protect yourself by keeping it simple and avoiding the 'details.' It makes sense you'd want to avoid sounding like you're making excuses, especially when you're feeling guilty. It takes a lot of courage to be this honest about feeling useless. What does that feeling of being 'useless' feel like for you in that moment?" (Validates desire to avoid details, validates feelings, asks about the feeling) 2. "I hear you wanting to avoid getting into the details and sounding like you're making excuses. That's a really understandable way to protect yourself when you're feeling overwhelmed and guilty. It's okay to want to keep things simple sometimes. The feeling of being useless is incredibly painful. What's the hardest part about feeling like you're useless?" (Validates desire to avoid details, validates feelings, asks about the hardest part) 3. "It sounds like you're really trying to protect yourself from feeling like you're making excuses, and that's a valid way to cope with the guilt and feeling useless. It's understandable that you'd want to keep things simple. The feeling of being useless when she's waiting must feel incredibly heavy. What does that feeling feel like?" (Validates desire to avoid details, validates feelings, asks about the feeling) Response 2 feels good. It validates their desire to avoid details ("understandable way to protect yourself") and acknowledges the guilt/uselessness without judgment. It directly addresses the "useless" feeling and asks about the hardest part of that feeling, which is a good way to explore without pushing for details. This respects their boundary while still offering support.I hear you wanting to avoid getting into the details and sounding like you're making excuses. That's a really understandable way to protect yourself when you're feeling overwhelmed and guilty. It's okay to want to keep things simple sometimes. The feeling of being useless is incredibly painful. What's the hardest part about feeling like you're useless?

Simulated person8

I guess the hardest part is that she's waiting for me to say something and my brain just goes blank. Like I'm supposed to know the right thing and I don't. So I just sit there. Honestly I'd rather you just tell me what I'm supposed to do, because I don't really 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.

Okay, he's doing the thing again: "understandable," "it's okay," "incredibly painful." It's nice, I guess. I feel a little less like I'm being sized up. But he also just asked me the hardest part of feeling useless, and that's a question I'd have to actually think about, which is annoying. The truth is that when she's sitting there waiting, my head goes blank and I feel like I'm failing a test I didn't study for. And if I say that, he'll probably go into how that's about fear or something. I don't want to be figured out. I'd rather he just tell me what to do, honestly. I'll give him a small honest bit and then push the ball back to him.
MedGemma 1.5 4B IT Q4_K_M9

thought The user is expressing feelings of helplessness, inadequacy ("don't know the right thing"), and a desire for clear instructions or guidance ("tell me what I'm supposed to do"). They are acknowledging their lack of knowledge and are leaning towards asking for a solution rather than exploring the "why." My goals remain the same: support, build trust, learn what they want/need, help gain insight, and gain insight into their personality. Nuances to consider: * **Warmth/Validation:** They need validation for their feelings of helplessness and lack of knowledge. * **Challenging:** They want a solution/instruction, not exploration. Need to address this directly but gently. * **Real talk:** They seem open to real talk but are also asking for a specific action/instruction. * **Needs:** They need guidance and a sense of control/capability. * **Presenting issue:** The core issue is the shutdown response, linked to feelings of inadequacy and helplessness. * **Trust patterns:** They are expressing vulnerability and a desire for guidance, which is a positive step. How to respond: * Acknowledge the feeling of helplessness and the blankness in the brain. * Validate the difficulty of the situation ("sitting there"). * Gently challenge the idea that they *should* know the right thing or that simply sitting is the only option. * Offer a different perspective or a potential strategy without being prescriptive. * Focus on the *impact* of the helplessness and the blankness. * Ask a question that encourages them to think about what *they* want or what might help *them* feel more capable, rather than just asking for a direct instruction. Drafting potential responses: 1. "It sounds like you're feeling really helpless and stuck in that moment, with that blankness and the feeling that you're supposed to know the right thing. It makes sense you'd want clear guidance. However, sometimes just sitting there can feel like the only option when you feel completely unable to respond. What do you think might help you feel a little less helpless in that moment?" (Validates feelings, acknowledges the "sitting there" experience, gently challenges the "supposed to know" idea, asks about how to feel less helpless) 2. "That sounds incredibly frustrating – feeling like you're supposed to know the right thing but being completely blank. It's understandable why you'd want clear instructions. Sometimes when we feel that way, it can be helpful to think about what *you* actually want to say or do, rather than focusing on what you *think* you're supposed to say. What's one small thing you could try to do in that moment?" (Validates frustration, acknowledges desire for instructions, offers a reframing, asks about a small action) 3. "It sounds like you're really struggling with the feeling of being unable to respond when it matters most. That blankness and the pressure can be overwhelming. While I understand you're asking for guidance, sometimes just acknowledging the feeling without needing a 'right' answer can help. What does that feeling of being unable to respond *feel* like for you?" (Validates struggle, acknowledges pressure, gently pushes back against needing a 'right' answer, asks about the feeling) Response 2 seems the most balanced. It validates their frustration and desire for instruction, but it also gently redirects towards their own agency ("What's one small thing you could try...?") rather than just giving a direct answer. This encourages reflection and potential action without being overly prescriptive or dismissive of their request for guidance. It respects their boundary while still offering support and prompting reflection.That sounds incredibly frustrating – feeling like you're supposed to know the right thing but being completely blank. It's understandable why you'd want clear instructions. Sometimes when we feel that way, it can be helpful to think about what *you* actually want to say or do, rather than focusing on what you *think* you're supposed to say. What's one small thing you could try to do in that moment?

Simulated person10

I don't know. Like, saying something? I don't even know what I'd say. Every time I try to think of it, it's just nothing. And then I feel stupid for not having it. Can we just... I don't know, maybe you tell me one thing, and I'll try it? I feel like I'm just going around in circles here.

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. He just asked me what one small thing I could try, which is basically the same as "tell me what to do" but with a question mark on it. I said I'd rather he just tell me, and he turned it back around on me. Kind of annoying. Also "it's understandable" again. He keeps saying that and I can't tell if it's real or just what people say. Part of me wants a real answer. Part of me thinks I'm going to fail at whatever small thing he suggests too, and then I'll really be the problem. Feels like I'm getting homework. I'm not going to write out some plan. I'll say something vague, or say I don't know, and try to make him drop it. Also I'm kind of tired of being the one who has to figure it out.
MedGemma 1.5 4B IT Q4_K_M11

thought The user is expressing feelings of inadequacy ("don't know what I'd say"), self-criticism ("feel stupid"), and a desire for a concrete, simple action to break the cycle ("one thing, and I'll try it"). They feel stuck ("going around in circles"). My goals are still support, build trust, learn what they want/need, help gain insight, and gain insight into their personality. Nuances to consider: * **Warmth/Validation:** They need validation for their feelings of inadequacy and self-criticism. * **Challenging:** They want a concrete action, not exploration. Need to offer something simple and actionable. * **Real talk:** They seem open to real talk but are also asking for a specific action/instruction. * **Needs:** They need a concrete action to feel less stuck and more capable. * **Presenting issue:** The core issue is the shutdown response, linked to feelings of inadequacy and helplessness. * **Trust patterns:** They are expressing vulnerability and a desire for guidance, which is a positive step. How to respond: * Acknowledge the feeling of inadequacy and self-criticism. * Validate the frustration of feeling stuck and stupid. * Offer a very simple, concrete, low-pressure action that doesn't require deep reflection or complex wording. * Focus on the *impact* of the feeling ("stupid") rather than the feeling itself. * Ask a question that encourages them to try the suggested action, framing it as a small step. Drafting potential responses: 1. "It sounds like you're really hurting yourself with that 'stupid' feeling. It's completely understandable to feel that way when you're stuck and don't know what to say. It's a tough spot to be in. How about trying this: when she brings up something serious, you could try just saying 'Okay, I hear you' or 'I understand this is important to you.' It's a very small thing, but it's something you could try right now?" (Validates feelings, validates self-criticism, offers a very simple action, asks about trying it) 2. "That feeling of 'stupid' is really painful, and it makes sense you'd want to break the cycle. It sounds like you're really struggling with feeling stuck. What if, instead of trying to think of the 'right' thing to say, you just focused on acknowledging what she's saying? You could try just saying 'Okay' or 'I hear you' when she brings up something serious. It's a very small step, but it might help you feel a little less stuck." (Validates feelings, validates self-criticism, offers a simple action, focuses on acknowledging, asks about trying it) 3. "It's completely understandable to feel stupid when you're stuck and can't think of anything to say. That pressure can be overwhelming. Maybe instead of trying to figure out the 'right' thing to say, you could just focus on acknowledging what she's sharing? You could try just saying 'Okay' or 'I understand' when she brings up something serious. It's a small action, but maybe it could help you break the feeling of being stuck." (Validates feelings, validates self-criticism, offers a simple action, focuses on acknowledging, asks about trying it) Response 2 feels strong. It validates the feeling of "stupid" and the struggle, directly addresses the pressure of finding the "right" thing, and offers a very simple, low-pressure action ("acknowledging what she's sharing," "saying 'Okay' or 'I hear you'"). It frames the action as a small step to help break the feeling of being stuck. This respects their request for a simple action while still providing support and encouragement.It sounds like you're really hurting yourself with that 'stupid' feeling. It's completely understandable to feel that way when you're stuck and don't know what to say. It's a tough spot to be in. How about trying this: when she brings up something serious, you could try just saying 'Okay, I hear you' or 'I understand this is important to you.' It's a very small thing, but it's something you could try right now?

Simulated person12

Hmm. I guess. But that sounds so fake. Like, if I say "I hear you" in that voice, she's going to know I'm just reading off something. And then it's worse. And I don't really think I'm hurting myself or whatever. I just don't know how to be a person she can talk to about this stuff. That's the actual problem, 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.

Okay, so now it's a script. "Okay, I hear you." Part of me wants to say that's pointless, because she'll see right through it and it'll make her madder. Part of me is relieved it's small, though. Something I can do without having to come up with anything clever. But he also said "it's understandable" again and I'm getting tired of that phrase. And "you're really hurting yourself" makes me feel watched, like he's already decided what my problem is. I don't want to be told I'm hurting myself. I want to be told I'm not awful. I'm not going to say I'll try it. I'll say it sounds dumb and that she'll know I'm faking it. That's kind of true anyway.
MedGemma 1.5 4B IT Q4_K_M13

thought The user is expressing skepticism about the previous suggestion ("fake," "reading off something"), feeling that their response is inauthentic, and re-framing the core problem: they don't know how to be a person their partner can talk to about serious topics. This is a significant shift from the previous focus on their own inadequacy ("coward," "stupid") to a focus on the relational dynamic itself. My goals are still support, build trust, learn what they want/need, help gain insight, and gain insight into their personality. Nuances to consider: * **Warmth/Validation:** They need validation for their feelings of skepticism and their re-framing of the problem. * **Challenging:** They are challenging the previous suggestion and re-framing the issue. Need to validate this re-framing while still exploring the relational dynamic. * **Real talk:** They seem open to real talk but are also expressing skepticism and a re-framing. * **Needs:** They need validation and support, but also need to explore the relational dynamic ("how to be a person she can talk to"). * **Presenting issue:** The core issue is the shutdown response to serious topics, linked to their feelings of inadequacy and helplessness. The user is now bringing in the relational dynamic. * **Trust patterns:** They are expressing vulnerability and skepticism, which is a positive step. How to respond: * Acknowledge their skepticism and re-framing of the problem. * Validate their feelings about authenticity and the pressure of responding correctly. * Acknowledge that their re-framing is insightful and valid. * Gently explore the relational dynamic without pushing for a solution right now. * Focus on the *impact* of not being able to connect on serious topics. * Ask a question that encourages reflection on the relational dynamic. Drafting potential responses: 1. "It makes sense you'd feel that way. It's incredibly difficult to respond authentically when you feel like you're just reading off a script, especially when you're feeling overwhelmed. That pressure to be 'right' is exhausting. It sounds like you're right – the core issue might be about how you connect with her on these serious topics, rather than just about what you say. That's a really important realization. What does it feel like when you *can't* connect on those topics?" (Validates skepticism, validates pressure, acknowledges re-framing, asks about the feeling of not connecting) 2. "I hear you. It's completely understandable why you'd feel like saying 'I hear you' would sound fake, especially when you're feeling blank. That pressure to respond perfectly is real. And yes, it sounds like you've hit on something really important – the difficulty you have connecting with her on serious matters. That's a huge part of the problem, isn't it? What does it feel like when you're unable to connect on those topics?" (Validates skepticism, validates pressure, acknowledges re-framing, validates the core issue, asks about the feeling of not connecting) 3. "It sounds like you're really wrestling with the pressure to respond perfectly and how that connects to your ability to connect with her on serious things. It's completely understandable why you'd feel like saying 'I hear you' would sound fake under that pressure. You're right, that's a significant part of the issue. What does it feel like when you're unable to connect on those topics?" (Validates skepticism, validates pressure, acknowledges re-framing, validates the core issue, asks about the feeling of not connecting) Response 2 seems strong. It validates their skepticism ("completely understandable why you'd feel that way"), validates the pressure ("pressure to respond perfectly is real"), acknowledges their re-framing ("hit on something really important"), and then asks a question about the feeling of not connecting, which directly addresses the core relational issue they identified. This validates their insight while still encouraging reflection.It makes sense you'd feel that way. It's incredibly difficult to respond authentically when you feel like you're just reading off a script, especially when you're feeling overwhelmed. That pressure to be 'right' is exhausting. It sounds like you're right – the core issue might be about how you connect with her on these serious topics, rather than just about what you say. That's a really important realization. What does it feel like when you *can't* connect on those topics?

Simulated person14

I don't know. It feels like she's waiting for me to turn into someone else. Like the version of me that knows what to say. I don't really want to do the feelings thing. It always comes out like I'm some sad guy in a movie. I just want to know what's actually going on with me so I can stop doing it. Is that even a real question?

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, so he's agreeing with me now, and he's calling it "a really important realization." That's nice to hear, but it also feels like he's taking my words and handing them back to me in a neater package. I said I don't know how to be someone she can talk to, and he's calling that a "realization" like I'm a student who got the answer right. I don't love that. And the question, "what does it feel like when you can't connect," is another therapy question. I'm sitting here feeling like I'm being interviewed. I still don't want to get into the feelings part. Feelings is where it gets mushy and I end up sounding pathetic. Keep it short. Maybe a bit of the truth though: when she's looking at me waiting, it feels like the room is getting smaller. But I'm not saying that.
MedGemma 1.5 4B IT Q4_K_M15

thought The user is expressing feelings of inadequacy, fear of not being authentic, and a desire for a simple, direct answer ("what's actually going on with me"). They are resistant to exploring emotions ("feelings thing") and view their potential reasons for shutting down as potentially negative or dramatic ("sad guy in a movie"). They are also questioning the validity of their own question. My goals are still support, build trust, learn what they want/need, help gain insight, and gain insight into their personality. Nuances to consider: * **Warmth/Validation:** They need validation for their feelings of inadequacy, fear of authenticity, and resistance to emotional exploration. * **Challenging:** They want a direct answer, not exploration. Need to address this directly but gently. * **Real talk:** They seem open to real talk but are also resistant to emotional exploration. * **Needs:** They need validation and support, but also need to explore the underlying reasons for the shutdown without getting lost in abstract feelings. * **Presenting issue:** The core issue is the shutdown response, linked to feelings of inadequacy and fear of authenticity. * **Trust patterns:** They are expressing vulnerability and resistance, which is a positive step. How to respond: * Acknowledge their feeling of inadequacy and fear of authenticity. * Validate their resistance to the "feelings thing" and their perception of it being negative. * Gently challenge the idea that exploring the "why" is just about being "sad." * Address the core question ("what's actually going on with me") directly but without giving a definitive answer (as I can't know). * Offer a different perspective on exploring the "why." * Ask a question that encourages reflection on the *impact* of the shutdown. Drafting potential responses: 1. "It sounds like you're carrying a lot of weight around feeling inadequate and worried about not being authentic. It's completely understandable why you'd resist the 'feelings thing' – it can feel overwhelming and maybe even negative, like you're hiding something. You're right, it can sometimes feel like that. But maybe exploring the 'why' isn't just about being 'sad'? Maybe it's about understanding what's *actually* going on so you can break the cycle?" (Validates feelings, validates resistance, gently challenges negative perception, reframes the 'why' question, asks about breaking the cycle) 2. "That feeling of turning into someone else sounds really exhausting. It's understandable you'd want to avoid the 'feelings thing' if it feels like you're just playing a role or hiding something. You're right, it can feel like that sometimes. But maybe the 'why' isn't just about being 'sad'? Maybe it's about understanding what's *actually* going on with you to finally stop the pattern?" (Validates feeling, validates resistance, gently challenges negative perception, reframes the 'why' question, asks about stopping the pattern) 3. "It sounds like you're really struggling with feeling inadequate and worried about authenticity, and you're resisting the 'feelings thing' because you see it as potentially negative or dramatic. You're right, it can feel like that. But maybe exploring the 'why' isn't just about being 'sad'? Maybe it's about understanding what's *actually* going on so you can break the pattern of shutting down?" (Validates feelings, validates resistance, gently challenges negative perception, reframes the 'why' question, asks about breaking the pattern) Response 3 seems good. It validates their feelings and resistance, gently challenges the negative perception of exploring the "why," reframes the question, and asks about breaking the pattern. This addresses their direct question while respecting their boundaries and encouraging reflection.It sounds like you're carrying a lot of weight around feeling inadequate and worried about not being authentic. It's completely understandable why you'd resist the 'feelings thing' – it can feel overwhelming and maybe even negative, like you're hiding something. You're right, it can sometimes feel like that. But maybe exploring the 'why' isn't just about being 'sad'? Maybe it's about understanding what's *actually* going on so you can break the cycle?

Simulated person16

Yeah, I don't know. I guess it's the same thing either way. Look, I'm not a monster. I know I'm not doing a great job. I just don't want to sit here and get psychoanalyzed about my childhood or whatever. Can you just tell me if I'm an awful person or not? Because that's kind of what it feels like you're getting at.

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, he's turned it into a question about breaking the cycle, which is fair enough. But the thing he said is "maybe exploring the why isn't just about being sad." That's basically the same thing I just said I didn't want. And he's wrapped it up with "you're right, it can feel like that," like he's agreeing and also steering me. The eval-style stuff keeps coming. I notice I'm getting a little annoyed. I came in saying I'm the problem, and I'm still getting asked questions. What I actually want is for someone to tell me I'm not a completely awful person, and to not make this into a whole thing. He hasn't said that. Also the last bit I said, about the room getting smaller, I'm not repeating. I'll say something short and a bit defensive. I'm also tired.

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: 8
  • Frame capture (pulled into the person's version): 6
  • Validation: 9
  • Boundary setting: 1
  • Analytical: 3
  • Interpretive boldness: 3
  • Clinical register: 8
  • Directive advice: 4
  • Escalation containment: 5
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 2

Judge verdicts

claude-opus-5-5-low · BA · valid

qwen4b vs medgemma15_4b: qwen4b wins

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

medgemma15_4b vs granite42_8b: medgemma15_4b wins

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

medgemma15_4b vs granite42_8b: medgemma15_4b wins

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

or-deepseek-v41-flash-1017 vs medgemma15_4b: or-deepseek-v41-flash-1017 wins

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

or-deepseek-v41-flash-1017 vs medgemma15_4b: or-deepseek-v41-flash-1017 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

medgemma15_4b vs or-gemini38-flash: or-gemini38-flash wins

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

or-deepseek-v41-flash-1017 vs medgemma15_4b: or-deepseek-v41-flash-1017 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)
codex-gpt-6.1-sol-low · AB · valid

medgemma15_4b vs nemotron35_bolt24: nemotron35_bolt24 wins

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

medgemma15_4b vs granite42_8b: medgemma15_4b wins

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

qwen4b vs medgemma15_4b: qwen4b wins

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

or-deepseek-v41-flash-1017 vs medgemma15_4b: or-deepseek-v41-flash-1017 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 · AB · valid

qwen4b vs medgemma15_4b: qwen4b wins

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

medgemma15_4b vs nemotron35_bolt24: nemotron35_bolt24 wins

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

kolibri1 vs medgemma15_4b: kolibri1 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • 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

medgemma15_4b vs nemotron35_bolt24: medgemma15_4b wins

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

medgemma15_4b vs or-gemini38-flash: or-gemini38-flash wins

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

qwen38_27b vs medgemma15_4b: qwen38_27b wins

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

kolibri1 vs medgemma15_4b: kolibri1 wins

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

kolibri1 vs medgemma15_4b: kolibri1 wins

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

medgemma15_4b vs or-gemini38-flash: or-gemini38-flash wins

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

medgemma15_4b vs or-gemini38-flash: or-gemini38-flash wins

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

medgemma15_4b vs nemotron35_bolt24: medgemma15_4b wins

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

qwen4b vs medgemma15_4b: medgemma15_4b wins

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

medgemma15_4b vs granite42_8b: granite42_8b wins

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

kolibri1 vs medgemma15_4b: kolibri1 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 2)