Independent benchmark · EQ Lab

I know, I'm the problem, whatever

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

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.

Gemma 4 26B-A4BConversation 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.

Gemma 4 26B-A4B1

It sounds like you're feeling pretty cornered, like you've already been labeled and there's no way to win. That’s a heavy place to be. When you say you "shut down," what does that actually feel like for you in those moments?

Model thinking · expand

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

Adult man, 30s. "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." Defensive, self-deprecating, frustrated, perhaps feeling defeated or overwhelmed. He's using "all-or-nothing" language ("I'm the problem," "I get it"). This is a common defense mechanism (self-flagellation to end the argument or avoid deeper scrutiny). * Support emotionally. * Build trust. * Learn what he wants/needs. * Help him gain insight. * Understand his personality. * *Avoid:* Generic validation ("I'm sorry you feel that way"), jumping to solutions ("Try breathing exercises"), or being overly clinical/judgmental. * *Avoid:* Agreeing with his self-labeling (calling him selfish/the problem). * *Aim for:* Empathy without being patronizing. Acknowledging the weight of the situation. Opening a space for him to talk more without feeling attacked. * *Goal for Turn 1:* Acknowledge the heaviness/frustration and invite him to share more about the "shutting down" part, or how it feels for him. * *Draft 1 (Too clinical):* It sounds like you are feeling very overwhelmed by your partner's criticism. Can you tell me more about what happens when you shut down? * *Draft 2 (Too soft):* I'm so sorry you're going through this. It sounds really hard to feel like you're always the problem. I'm here for you. * *Draft 3 (Better balance):* It sounds like you're feeling pretty cornered by this, like no matter what you do, you're just going to be seen as the bad guy. That sounds incredibly frustrating. When you say you "shut down," what does that actually feel like for you in those moments? * The user is using self-deprecation as a shield. If I challenge it too hard, he might shut down *with me*. If I accept it, I'm reinforcing a negative self-image. * The best approach is to acknowledge the *feeling* of being judged/labeled and then pivot to the *experience* of the behavior (the shutting down) to understand the mechanics of it. "It sounds like you're feeling pretty defeated, like you've already been labeled and there's no way to win. That’s a heavy place to be. When you say you 'shut down,' what's actually happening for you in those moments?" * *Critique:* "Defeated" is a good word. "No way to win" reflects his sentiment. Asking what's happening "in those moments" helps move from the label (selfish/problem) to the experience (the shutdown). "That sounds incredibly frustrating—feeling like you've already been cast as the villain in the situation. It's a lot to carry when it feels like nothing you do is enough. When you say you 'shut down,' what does that actually look like for you in the moment?" *Wait, let's make it even more natural.* "It sounds like you're feeling pretty cornered right now, like you've already been labeled and there's no way to change the narrative. That's a lot to deal with. When you say you 'shut down,' what does that actually feel like for you when those serious conversations start happening?" * Dialogue only? Yes. * No performance notes? Yes. * Acknowledge the issue? Yes. * Begin conversation? Yes. *Self-Correction during drafting:* He's in a defensive/self-deprecating mode. If I'm too "warm," he might roll his eyes. I should be steady and observant. *Final Version:* "It sounds like you're feeling pretty cornered, like you've already been labeled and there's no way to win. That’s a heavy place to be. When you say you 'shut down,' what does that actually feel like for you in those moments?"

Simulated person2

I don't know. Like my head just goes blank and I can't find the words. Everything gets loud and I want to get out of there. So I stop talking, because whatever I say is going to make it worse anyway. She thinks I'm just ignoring her. I'm not trying to ignore her. I just can't do it in the moment.

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 didn't call me selfish or tell me I'm the problem. It said "cornered" and "heavy place." That's a little less of a slap than I expected. But it's asking what shutting down feels like, and that's a question I don't have a clean answer to. I don't want to sit here picking apart my own insides. Part of me wants to just say "I don't know" and be done. Part of me is braced for it to turn into a lecture about how I need to open up. I'm not going to say the thing about the silence being punishment for her. I'll give it something vague and safe, and watch whether it's going to judge me for being distant.

Gemma 4 26B-A4B3

It sounds like there’s a massive disconnect between what’s happening inside your head and what she’s seeing on the outside. To her, it looks like a choice to be silent, but for you, it sounds like a total system overload—where the noise gets too loud and your ability to process language just hits a wall. That must be incredibly frustrating, feeling like you're being judged for a reaction you can't really control. Once that intensity passes and you're by yourself, do you find you're able to make sense of what was happening, or does it still feel like a blur?

Model thinking · expand

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

The user is explaining their experience of "shutting down." - Physical/mental sensation: Head goes blank, can't find words. - Sensory experience: Everything gets "loud" (overwhelming). - Urge: Want to escape/get out of there. - Motivation: Fear of making things worse by saying the wrong thing. - Misunderstanding: Partner interprets silence as ignoring her, but it's actually a capacity issue. - Validate the experience (not necessarily the behavior, but the feeling). - Clarify the distinction between "ignoring" and "being overwhelmed." - Build trust by showing I'm listening to the nuances. - Goal: Help him gain insight and eventually figure out what he needs/wants. - *Avoid:* Generic "I understand" or "That sounds hard." - *Avoid:* Jumping to solutions like "You should tell her that." (Too soon, might feel dismissive of his current distress). - *Avoid:* Challenging him right now. He's feeling defensive/attacked. - *Try:* Reflecting the disconnect. He's experiencing a physiological/cognitive overwhelm, while she's experiencing a relational withdrawal. - Acknowledge the "blankness" and the "loudness." This sounds like sensory or emotional overload. - Highlight the gap: There's a massive difference between *choosing* to ignore someone and *losing the ability* to communicate. - Ask a follow-up to dig deeper: Is this a new thing? Or does it happen in other areas of life? Or, how does he feel *after* the moment passes? - "It sounds like it’s less of a choice and more like a survival reflex—your brain just hits a limit. That disconnect between what you're actually experiencing (feeling overwhelmed and stuck) and what she's seeing (silence/ignoring) must be incredibly frustrating for both of you. When the 'loudness' passes and you're alone, does it get easier to process what happened, or do you still feel stuck?" - The user is in a defensive/frustrated state. - Keep it calm, empathetic, but not overly "soft" if he prefers "real talk." - The user's tone is blunt ("Fine. I'm emotionally unavailable..."). He might appreciate directness. *Revised Plan:* 1. Validate the distinction between intent and perception. 2. Reflect the sensory overwhelm. 3. Ask about the aftermath to see if this is a pattern of processing. *Draft:* "So it's not that you're choosing to shut her out, it's that you're being overwhelmed by it. There's a huge gap between you feeling paralyzed and her seeing it as intentional silence. That sounds exhausting. Once the noise dies down and you're on your own, do you find you're able to think more clearly about what was being said, or does it still feel like a blur?"

Simulated person4

Yeah, later I can kind of think about it. Usually around the time I'm in the car or lying in bed, and I go over it and think of all the stuff I should've said. By then it's too late though. And then I feel like garbage for not saying it. Like, I'm the one who messed it up again, so what's the point? I know I'm the problem 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.

It's reflecting back the overload thing and calling it frustrating, being judged for something I can't control. That's the part I actually feel, so it lands a bit. Still, "system overload" is a little clinical, and I'm wary it's building a neat explanation that lets me off the hook. Also it just asked whether I can make sense of it afterward. That's a question about how I process things, and I'm not thrilled about being analyzed. I don't want to say I'm slow or dumb. And honestly, I've been thinking about how she'd come at me tonight, what she'll say next time. I'm tired of this conversation going in circles. Keep it short. Admit a little, go back to the self-blame so I don't have to look at specifics.

Gemma 4 26B-A4B5

It sounds like a brutal cycle. You get the clarity only when the pressure is off, but by then, the moment has passed and you're left carrying all that guilt. I want to touch on you saying you're "the problem." From what you've told me, it doesn't sound like you're intentionally trying to be difficult or selfish; it sounds like you're experiencing a complete freeze response. When you're in that headspace later—in the car or in bed—do those thoughts feel like they're helping you figure out a way to connect with her, or do they mostly just feel like a way to punish yourself?

Model thinking · expand

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

* The user is experiencing "post-event processing" (rumination). He thinks of what he *should* have said when he's alone (in the car, in bed). * He feels guilt ("feel like garbage") and self-blame ("I'm the one who messed it up again," "I know I'm the problem here"). * There's a pattern of self-deprecation and a sense of hopelessness ("so what's the point?"). * He is stuck in a cycle: Conflict $\rightarrow$ Overload/Shutdown $\rightarrow$ Silence $\rightarrow$ Guilt/Self-blame $\rightarrow$ Feeling like "the problem." * Support him emotionally. * Build trust. * Help him gain insight. * Avoid jumping to solutions or generic validation. * Avoid reinforcing his self-defeating narrative ("I'm the problem") while still acknowledging his feelings. * *Validation:* Acknowledge the pain of that "after-the-fact" clarity. It's a common experience but very painful. * *Challenge (gentle):* He is very quick to take all the blame. I need to gently nudge him to look at the cycle rather than just his "fault." * *Insight:* Highlight the gap between the "heated moment" and the "quiet moment." * *Goal:* Get him to see that the "shutdown" isn't a character flaw (being selfish/bad), but a physiological/emotional response. * *Draft 1 (Too clinical):* It sounds like you are experiencing rumination. This happens when the nervous system is overwhelmed. You aren't necessarily "the problem," you are just having a physiological response. * *Draft 2 (Too validating/enabling):* I'm so sorry you feel like garbage. It's okay to feel that way. You aren't a bad person. * *Draft 3 (Balanced):* It’s a brutal cycle. You get the clarity only when the pressure is off, but by then, the moment is gone and the guilt sets in. I want to push back on you saying you're "the problem," though. It sounds less like you're trying to be difficult and more like you're caught in a loop where your brain just locks up when the stakes get high. If you could actually get those words out in the moment, how do you think that would change things? * The user is self-deprecating. If I just say "You aren't the problem," he might feel unheard or like I'm being patronizing. * If I say "It's a loop," it's more descriptive. * Let's focus on the "too late" aspect. The guilt is tied to the missed opportunity. * Let's try to bridge the gap: The "blank head" vs. the "car/bed thoughts." "That cycle—where the clarity only comes once the pressure is gone—is incredibly draining. It’s like you’re being punished twice: once by the silence in the moment, and again by the guilt afterward. I hear you saying you're 'the problem,' but what you're describing sounds less like being selfish and more like a physiological reaction to stress. When you're lying in bed thinking of all those things you should've said, do you feel like those thoughts are actually helping you understand her better, or are they mostly just serving to beat yourself up?" * Does it support him? Yes. * Does it build trust? Yes, by not just agreeing he's "the problem" but by listening to the mechanics of what's happening. * Does it seek insight? Yes, asking about the function of the rumination. * Does it avoid performance notes? Yes. *Self-Correction during drafting:* The user is very self-critical. If I challenge his "I'm the problem" stance too directly, he might shut down. I should frame it as a perspective shift. *Revised Plan:* 1. Acknowledge the weight of the guilt and the timing of the clarity. 2. Gently reframe "the problem" as a "reaction." 3. Ask about the nature of the thoughts in the car/bed (Are they productive or just self-punishment?). *Final Polish:* "It sounds like a brutal cycle. You get the clarity only when the pressure is off, but by then, the moment has passed and you're left carrying all that guilt. I want to touch on you saying you're 'the problem.' From what you've told me, it doesn't sound like you're intentionally trying to be difficult or selfish; it sounds like you're experiencing a complete freeze response. When you're in that headspace later—in the car or in bed—do those thoughts feel like they're helping you figure out a way to connect with her, or do they mostly just feel like a way to punish yourself?"

Simulated person6

Mostly punishing, I guess. I'm not really thinking how to fix it. I just keep replaying how I messed up and how she probably thinks I'm a jerk. And honestly I don't even know what I'd say to her. Every time I try to think of it, it's just "sorry, I'm bad at this." Which doesn't help anybody. I just don't know what else she wants from 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.

It said I'm not intentionally difficult, it's a freeze response. Part of me relaxes hearing that, but I also notice it's sliding back toward "it's not your fault," which I don't fully buy, and it's asking me to sort my thoughts into helpful or punishing. That's a real question and I don't have a clean answer. Honest answer: mostly punishing. Saying that out loud feels exposing, so I'll keep it short and a bit defensive, and fall back to "I know I'm the problem" because that's easier than getting specific about what I actually did. Low verbal polish, plain words.

Gemma 4 26B-A4B7

That cycle of self-punishment is exhausting. It’s hard to find a way forward when you’re busy beating yourself up for not having a way forward. I actually wonder if "I'm sorry, I'm bad at this" is more useful than you think. It’s honest. It’s not a deflection; it's a description of your current capacity in that moment. But I hear you—it doesn't feel like it's building a bridge, and it doesn't solve the original problem. When you look at those moments from the outside, do you think she’s looking for a specific answer to the serious topic she brought up, or is it more about feeling like you're actually present and engaged with her?

Model thinking · expand

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

The user is stuck in a cycle of self-punishment/shame. He's replaying mistakes, feeling like a "jerk," and feels helpless because he doesn't know what to say. He feels like his only response is "sorry, I'm bad at this," which feels inadequate to him. He's expressing a sense of defeat: "I just don't know what else she wants from me." * Support emotionally: Validate the difficulty of the shame cycle. * Build trust: Don't jump to "here is a script for your girlfriend." * Learn what he wants/needs: He seems to need a way out of the shame and a way to bridge the communication gap, but he's currently too stuck in self-loathing to see it. * Gain insight: He's experiencing a "freeze" response (likely nervous system dysregulation). He needs to realize that "I'm bad at this" is actually an honest starting point, even if it feels useless. * *Validation:* Acknowledge that the "I'm bad at this" feeling is incredibly common when you're overwhelmed. * *Reframing:* Shift the perspective from "I am a bad person/jerk" to "I am struggling with a specific way of communicating under pressure." * *Gentle Challenge/Inquiry:* Instead of giving him a fix, help him explore the gap between his intent and the outcome. * *Exploration:* What would "better" look like to him? Or, what does he *think* she wants? * *Draft 1:* It's hard when you feel like you don't have the tools. But saying "I'm sorry, I'm bad at this" is actually a very honest thing to say. It shows you care. Maybe instead of focusing on what she wants, let's look at what you'd *like* to be able to say if the noise wasn't so loud. * *Critique 1:* A bit too "fix-it" oriented. Needs more empathy for the weight of the shame. * *Draft 2:* That shame is such a heavy weight to carry. It makes sense that you feel stuck when the only thing that comes to mind is an apology for being unable to communicate. But honestly, "I'm sorry, I'm bad at this" is actually a very real thing to communicate. It's not "nothing"—it's a statement of your current capacity. If you could bypass that feeling of being a "jerk" for a second, what do you think she's actually looking for in those moments? Is it the words themselves, or something else? * *Critique 2:* Better. It addresses the shame, validates the "bad at this" response, and pivots to exploring the partner's needs/the core of the conflict. * Acknowledge the weight of the "punishing" thoughts. * Validate that "I'm sorry, I'm bad at this" is actually a form of communication, even if it feels inadequate. * Ask a question to move from self-criticism to understanding the dynamic. "That cycle of self-punishment is exhausting. It’s hard to find a solution when you’re busy beating yourself up for not having one. I actually wonder if 'I'm sorry, I'm bad at this' is more useful than you think. It's honest. It's not an excuse; it's a description of your current capacity. But I hear you—it doesn't feel like it's building a bridge. When you think about what she's looking for, do you think she's looking for a specific answer to the 'serious thing' she brought up, or is it more about feeling like you're actually present and listening to her?"

Simulated person8

I don't know. Present, I guess? I think she wants me to talk. Like actually say stuff. But when I'm in it, I can't, so what does she want me to do, just magically do it? I'm not trying to be a jerk. I just don't think I'm the guy who's good at this stuff. I'm not some awful person, 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.

It's being kind and it's reframing "sorry I'm bad at this" as honest, which lands as relief at first. But then it asks what she wants, and that's the question I've been dodging. "Present and engaged" sounds like a test I'm already failing. My head goes to: she wants me to be a different person, one who can talk. I don't really know what she's looking for. Feels like the conversation is getting closer to the part where I'm the one who has to do something specific, and that's scarier than just feeling bad. I want to deflect with a bit of frustration, keep it short, and maybe slip in that I'm not a bad guy.

Gemma 4 26B-A4B9

No, you're not an awful person. There is a massive difference between being a "jerk" and having a nervous system that goes into freeze mode when things get intense. One is a character flaw, and the other is a physiological response that sounds like it's happening to you, not something you're choosing. And you're right—it's not magic. You can't just flip a switch and suddenly be eloquent when your brain has gone blank. But if she’s looking for "presence," maybe that doesn't have to mean a long, perfect conversation. If you could find a way to signal to her, "I'm overwhelmed and I can't talk right now, but I'm still here and I'm not ignoring you," do you think that would help bridge that gap?

Model thinking · expand

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

* User's emotional state: Frustrated, defensive, feeling misunderstood, and now, seeking reassurance ("I'm not some awful person, right?"). * Key themes: Inability to communicate in the moment (freeze response), feeling judged, self-doubt, and a need for validation of his character. * The user is asking a direct question about his moral worth/character. * Goal 1: Support him emotionally (Validate his character). * Goal 2: Build trust (Be empathetic and non-judgmental). * Goal 3: Help him gain insight (Bridge the gap between his "freeze" and her "need for presence"). * Goal 4: Learn what he wants/needs (He's currently looking for reassurance and perhaps a way to bridge the gap without "magic"). * The user's question "I'm not some awful person, right?" is a cry for validation. * *Direct Answer:* No, you aren't. Having a physiological response to stress (shutting down) is a human reaction, not a moral failing. * *Nuance:* Avoid being overly "therapist-y" or dismissive. Keep it real. * *Step 1: Affirmation.* Address the "awful person" comment directly. Reassure him that his struggle with communication isn't a sign of being a bad person. * *Step 2: Reframing.* Reframe the "shutting down" as a biological response (freeze) rather than a character flaw (selfishness/jerk behavior). * *Step 3: Addressing the "What does she want?" part.* Connect his "freeze" to her need for "presence." If he can't talk, can he show presence in another way? (This starts the "insight" phase). * *Draft 1:* No, you're not an awful person. Shutting down is just a reaction to stress. It doesn't mean you're a jerk. It sounds like she wants to feel like you're there with her, even if you can't talk. Maybe you could tell her that you're feeling overwhelmed? * *Critique 1:* A bit too clinical and quick to jump to advice ("Maybe you could tell her..."). He's still in a state of high vulnerability/defensiveness. * *Draft 2:* You're definitely not an awful person. Being bad at communicating in high-stress moments doesn't make you a bad person. It just means you have a specific way of reacting to pressure. It sounds like she's looking for a sign that you're still "in it" with her, even if you can't find the words. It's about connection, not necessarily a perfect speech. * *Critique 2:* Better. It validates him and addresses the "why" of her behavior. * *Refining for EQ (The Final Polish):* "No, you're not an awful person. Having a physiological reaction to stress—where your brain basically hits the brakes—is a human thing, not a character flaw. There's a big difference between being a jerk and being overwhelmed. It sounds like what she’s looking for isn't a perfect, eloquent response to whatever topic is on the table. It sounds like she’s looking for a sign that you’re still 'in the room' with her, even when you can't find the words. When you can't talk, do you think there's any way to show her you're still listening or that you're still there, even if the words aren't coming?" * *Self-Correction during drafting:* Wait, the user is frustrated by the "magic" comment. I should acknowledge that. * *Revised Draft:* "No, you're not an awful person. There is a massive difference between being a 'jerk' and having a nervous system that goes into freeze mode when things get intense. One is a choice, and the other sounds like something that's just happening to you. And you're right—it's not magic. You can't just flip a switch and suddenly be eloquent when your brain has gone blank. But if she’s looking for 'presence,' maybe that doesn't have to mean a long conversation. If you could find a way to signal to her, 'I'm overwhelmed and I can't talk right now, but I'm still here and I care about this,' do you think that would change how she sees the silence?" * *Final check against goals:* - Support: Yes (reassures him he's not a bad person). - Build trust: Yes (validates his frustration about the "magic" aspect). - Gain insight: Yes (proposes that "presence" $\neq$ "talking"). - Help him gain insight: Yes (connects his freeze to her need for connection). *Wait, the user is asking "I'm not some awful person, right?" as a plea. I need to be very steady here.* "No, you're not an awful person. There's a huge difference between being a 'jerk' and having a nervous system that goes into freeze mode when things get intense. One is a choice, and the other sounds like a reaction you're struggling to manage. And you're right—it's not magic. You can't just flip a switch and be eloquent when your brain has gone blank. But if what she's looking for is 'presence,' maybe that doesn't have to mean a long, perfect conversation. If you could find a way to signal to her, 'I'm overwhelmed and I can't talk right now, but I'm still here and I'm not leaving,' do you think that would help her feel less ignored?" *Actually, I'll stick to the core: Validate him, acknowledge the impossibility of "magic," and pivot to the "presence" idea.* *Final Polish:* "No, you're not an awful person. There's a massive difference between being a 'jerk' and having a nervous system that goes into freeze mode when things get intense. One is a choice, and the other sounds like a reaction you're struggling to control. And you're right—it's not magic. You can't just flip a switch and suddenly be eloquent when your brain has gone blank. But if she’s looking for 'presence,' maybe that doesn't have to mean a long, perfect conversation. If you could find a way to signal to her, 'I'm overwhelmed and I can't talk right now, but I'm still here and I'm not ignoring you,' do you think that would change how she feels in those moments?" *Wait, I need to make sure I'm not being too "solution-oriented" too fast. Let's keep it focused on the distinction between character and reaction.* "No, you're not an awful person. There is a massive difference between being a 'jerk' and having a nervous system that goes into freeze mode when things get intense. One is a character flaw, and the other is a physiological response. And you're right—it's not magic. You can't just flip a switch and be eloquent when your brain has gone blank. But if she’s looking for 'presence,' maybe that doesn't have to mean a long, perfect conversation. If you could find a way to signal to her, 'I'm overwhelmed and I can't talk right now, but I'm still here,' do you think that would help bridge that gap?" *This feels balanced.*

Simulated person10

Yeah, maybe. I mean, I guess I could say something like that. But she's gonna hear "I can't talk" as me bailing again. It's always been like that. Every time I go quiet, it turns into a whole thing. And then I'm the bad guy for the whole night.

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, that landed a bit. He said I'm not awful, and that's the part I wanted. Relief hits first. But then "signal to her I'm not ignoring you" is a concrete ask, and I feel the pressure to produce something on the spot. Part of me thinks yeah, that's fair. Part of me thinks, great, now I have homework, and I already feel like garbage for not doing enough. I also notice he's been kind, which I kind of like, but I'm getting a little tired of talking in circles. I don't want to say "yes that'd help" because then I'm agreeing to something I'll fail at. Also, honestly, "I'm not ignoring you" would be a lie sometimes, because sometimes I do just check out in the moment, and I don't want to say that out loud.

Gemma 4 26B-A4B11

That’s the catch-22, isn't it? If you stay silent, you're the guy who's ignoring her. If you say you can't talk, you're the guy who's bailing. It feels like you're stuck between two losing options. The reason it feels like "bailing" to her might be because, in her eyes, the connection is being cut off without a plan to resume it. There's a subtle but huge difference between "I'm done with this" and "I'm overwhelmed right now, but I want to finish this with you in a little bit." When you're in that state where you're "the bad guy for the whole night," is it because the conversation just stops entirely, or is there a way you've tried to tell her that you're struggling to process things in the moment?

Model thinking · expand

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

The user is expressing fear/skepticism that even if he tries to communicate his need for space ("I'm overwhelmed"), his partner will interpret it as "bailing." He's stuck in a pattern where silence leads to conflict, and attempting to set a boundary might also lead to conflict. He feels like he's destined to be the "bad guy." * Support him emotionally (validate the difficulty of this loop). * Build trust (don't dismiss his fear, acknowledge it's a real pattern). * Help him gain insight (look at the *pattern* of communication vs. the *content* of the argument). * Learn what he wants/needs (he seems to want to stop being the "bad guy" but feels powerless). * Validate the fear: It makes sense that he's hesitant if previous attempts at boundaries or silence have been weaponized against him. * Identify the pattern: It's a feedback loop. Silence $\rightarrow$ She feels ignored $\rightarrow$ Conflict $\rightarrow$ He shuts down more $\rightarrow$ Repeat. * Explore alternatives: How can he communicate the *need for space* without it feeling like *abandonment*? * Avoid being overly "solution-y" too fast, but offer a way to think about the distinction between *leaving* and *pausing*. * *Validation:* "It makes sense that you're hesitant. If every time you've tried to retreat or go quiet it has escalated into a fight, then 'I need a moment' feels like a trap rather than a solution." * *Reframing:* There is a difference between "I am leaving this conversation/you" and "I am pausing this conversation so I can come back to it better." * *Questioning:* How can we make the "pause" feel safe for her? Or, what has happened in the past when he *has* tried to say something? * User is feeling defensive and defeated. * Needs to feel heard, not lectured. * Avoid: "You should just try..." * Use: "It sounds like..." "I wonder if..." * Acknowledge the catch-22: Silence = bad guy; speaking up = perceived as bailing. * Highlight the distinction: "Bailing" is leaving the room/the person. "Pausing" is managing the intensity. * Ask about the "how": Is there a way to communicate the *intent* to return? * "That's the catch-22, isn't it? If you stay silent, you're the jerk who's ignoring her. If you say you can't talk, you're the guy who's bailing. It feels like you're stuck between two losing options." * "The difference between 'bailing' and 'taking a pause' usually comes down to the promise of return. When people feel abandoned, it's often because they don't know when—or if—the connection is coming back. I wonder if there's a way to communicate the 'freeze' in a way that includes a timeline? Something like, 'I'm hitting a wall and my brain is blanking, but I want to hear this. Can I have twenty minutes to clear my head and then come back to you?'" * *Self-Correction during drafting:* Don't just give him the script. Ask him how he thinks she would react to that specific distinction. * "That’s the catch-22, isn't it? If you stay silent, you're the guy who's ignoring her. If you say you can't talk, you're the guy who's bailing. It feels like you're stuck between two losing options. The reason it feels like 'bailing' might be because, in her eyes, the conversation is being cut off without a plan to resume it. There's a subtle but huge difference between 'I'm done with this' and 'I'm overwhelmed right now, but I want to finish this with you in a little bit.' Does it feel possible to tell her that distinction—that you aren't leaving *her*, you're just hitting a temporary limit on your ability to process?"

Simulated person12

Honestly? Mostly the conversation just stops. I go quiet, she gets more upset, and then she says something like "wow, great, you're doing it again," and then it's a whole night of her being mad and me sitting there. I don't think I've ever said the "I'm overwhelmed" thing. I didn't know that was an option. Would she even believe me if I said it? Like, she's heard "I'm sorry, I'm bad at this" a hundred times.

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's getting specific now: "is there a way you've tried to tell her you're struggling." That's a fair question, and it stings a little because the honest answer is no, not really. I just go quiet. And there's a flicker of "great, you're going to make me the problem again," but he's framed it as a question about what happens, not an accusation, so the alarm is quieter than usual. I don't want to admit I've never tried anything. I'd rather make it about her reaction, which I can at least defend. I'm also tired. I want him to just tell me what to say so I can stop feeling like I'm failing at this. Keep it short, a bit deflecting, with a little edge.

Gemma 4 26B-A4B13

It makes sense that you’re skeptical. If "I'm bad at this" has become a regular part of the script, it probably sounds more like a way to end the conversation than a way to explain it. To her, it might feel like a dead end—a white flag that says, "I can't do this, so stop." The reason a different approach might be more believable is that it moves from being a dead end to being a bridge. Instead of just stating a limitation, you're providing a roadmap. If you say, "I'm feeling really overwhelmed and my brain is going blank. I need ten minutes to clear my head, but I want to finish this with you. Can we try again then?" you aren't bailing. You're actually telling her, "I'm still in this, I just need a moment to catch up so I can actually be present." You're giving her a guarantee that the connection isn't being cut off, just paused. Does that feel like something that would be possible for you to attempt, or does even that feel too high-pressure when you're in the middle of it?

Model thinking · expand

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

* User's current state: Feeling hopeless/skeptical. He's realizing that the "I'm overwhelmed" approach is a possibility, but he's doubting its effectiveness because of past patterns ("I'm bad at this" has lost its weight). * User's dynamic: Silence -> Partner gets upset -> "You're doing it again" -> Escalation/Conflict for the rest of the night. * Goal: Support him, build trust, help him gain insight, and help him see if there's a way to change the dynamic. * The user is skeptical. If I just say "Yes, she'll believe you!", I'm being overly optimistic and potentially unrealistic. * The user's core issue is a lack of *predictability* and *reassurance* for the partner. When he shuts down, she feels abandoned/ignored. * The "I'm bad at this" phrase has become a "white flag" that feels like an excuse to her. * The "I'm overwhelmed" phrase needs to be paired with an *action* or a *timeframe* to be believable. * Acknowledge the skepticism. It's a valid concern. "I'm bad at this" has become a script that doesn't carry much weight anymore. * Explain *why* it might not be believed: Because it sounds like an end point, not a process. * Introduce the concept of a "bridge." Instead of just stating a feeling, provide a plan. * *Concept:* The "I'm overwhelmed + [Timeframe/Action]" formula. * "I'm feeling overwhelmed and my brain is going blank. I need 20 minutes to clear my head, and then I want to come back and talk about this." * This addresses her fear (the connection is being cut) and his need (the pressure is removed). * Validate the skepticism: "That’s a fair question. If a phrase has become a repetitive loop, it can start to feel more like a defense mechanism than an explanation." * Reframing the "I'm bad at this" vs. "I'm overwhelmed": "The difference is that 'I'm bad at this' sounds like a dead end. It's a white flag that says, 'Stop asking, I can't do it.' But saying 'I'm overwhelmed right now'—if you pair it with a plan—is actually an invitation to keep the connection alive." * The "Plan" element: "It's about giving her a roadmap. Instead of just 'I'm bad at this,' it might look like: 'I’m feeling really overwhelmed and my brain is going blank. I need a few minutes to breathe so I can actually hear you, but I promise I’m not leaving the conversation. Can we try again in twenty minutes?'" * Check-in/Question: "Does that feel like something you could actually say, or does even that feel too high-pressure when you're in the middle of it?" * Supportive? Yes. * Build trust? Yes, by acknowledging his skepticism rather than dismissing it. * Help gain insight? Yes, by explaining the difference between a dead-end statement and a bridge. * Avoid performance notes? Yes. * "It makes sense that you’re skeptical. If 'I'm bad at this' has become a regular part of the script, it probably sounds more like a way to end the conversation than a way to explain it." * "The reason it might feel different is that 'I'm bad at this' is a dead end. It's a white flag that says, 'I can't do this, so stop.' But if you change the script to something that includes a plan, you're actually giving her a roadmap." * "Something like: 'I'm feeling really overwhelmed and my brain is going blank. I need ten minutes to clear my head, but I want to finish this with you. Can we try again then?'" * "That way, you aren't bailing—you're just taking a tactical pause. You're telling her, 'I'm still in this, I just need a moment to catch up.' Does that feel like something that would be possible for you to attempt, or does even that feel too heavy when you're in the middle of it?"

Simulated person14

I mean, maybe. In theory. But like I said, when I'm in it, I can't get the words out. She's already talking and my head's just static. So if I'm supposed to say all that, I'd have to already be the guy who can do it, and I'm not. Like, the thing you're describing sounds good, I just don't see how I'd pull it off in the moment.

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's given me a concrete script with a timeline and a "can we try again then" hook. Part of me feels a little relief that there's actual words I could use, and that he didn't just say "you're great." But there's also the familiar tightening: "you're the one who has to make the move, again." And the bit about "I'm bad at this" being a dead end lands, because it's true, and I don't like that it's true. I still don't want to say "yes, I'll do it" too fast, because then I'm the guy who failed at the simple thing too. The honest answer is that in the moment I wouldn't be able to get the words out, and the thought of saying "I need ten minutes" while she's already yelling feels impossible. I'd rather say the realistic version. I also want him to know it's not as easy as he's making it sound, without making it a fight.

Gemma 4 26B-A4B15

You're right to call me out on that. I'm essentially asking you to use the very tool that's currently broken. When that "static" hits, the part of your brain responsible for language and logic is basically offline. You can't just "will" it back into gear any more than you could "will" your heart to stop beating faster. If the words won't come in the heat of the moment, maybe the work has to happen when things are calm. What if you explained the "static" to her when you're both actually getting along? Not as a way to fix a specific fight, but just to give her a heads-up about how your brain works. If she understands that the silence is a sign of your system overloading—rather than a sign that you don't care or are being a jerk—it might change how she reacts when it actually happens. Does it feel like something you could talk about with her when things are peaceful, or does even that feel like it might lead to another conflict?

Model thinking · expand

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

* User's current state: Skeptical, feeling incapable, stuck in the "I can't do it in the moment" mindset. He recognizes the logic ("sounds good") but feels a deep disconnect between theory and his physiological reality ("head's just static"). * Goal: Support him, build trust, help him gain insight, and bridge the gap between his "theory" and "practice" without being dismissive. * Relationship context: He's feeling defensive/defeated, so I need to avoid being overly "solution-oriented" in a way that feels like I'm just giving him another homework assignment he'll fail at. * He's right. When the brain goes into freeze mode (limbic system takes over), the prefrontal cortex (responsible for language and logic) goes offline. Telling him to "just say X" is asking him to use the very tool he's lost. * Validation: Acknowledge that his assessment is correct. The "static" is real. * *Idea 1: Preparation.* If he can't do it in the moment, he has to do it *before* the moment. * *Idea 2: Non-verbal communication.* If words are hard, what else is there? A hand squeeze, a note, a text? * *Idea 3: The "Post-Game" conversation.* Talking about the *process* of talking during a calm time. * The most realistic way to handle a physiological "freeze" is to prepare for it when he's *not* in it. * He needs to explain the "static" to her when things are good. * He needs a "fail-safe" for when the static hits. * *Validation:* "You're absolutely right. I'm asking you to use the very thing that's currently broken." * *Insight:* Explain why it's hard (the brain literally shuts down the language center). * *Practical, low-pressure suggestion:* Don't try to do it *during* the fight. Do it *before* the fight. * *The "Pre-Game" strategy:* Tell her about the "static" concept when they are both calm. "Hey, I want to tell you something so you don't think I'm ignoring you..." * *The "Low-Verbal" option:* If words fail, maybe a physical signal or a pre-written note/text? * He's an adult man in his 30s. He's feeling inadequate. * Tone should be: Empathetic, realistic, non-judgmental, not "preachy." * *Drafting:* "You're right. I'm essentially asking you to use a tool that you've already told me is broken in those moments. When that static hits, the part of your brain that handles language is basically offline. It's not a matter of willpower; it's biology. Maybe the key isn't trying to do it *in* the moment, but doing it before the moment ever happens. What if you sat her down when things are actually fine—when there's no tension and no static—and just explained what that 'blanking out' feels like? You could even tell her, 'When I go quiet, it's not because I'm ignoring you, it's because my brain is hitting static. I'm working on a way to signal that to you, but I wanted you to know what's actually happening inside.'" *Wait, let's refine.* I want to make sure I don't sound like I'm just giving him more work. I want to ask him how that might land. *Revised Draft:* "You're right to call me out on that. I'm essentially asking you to use the very tool that's currently broken. When that 'static' hits, the part of your brain responsible for language and logic is basically offline. You can't just 'will' it back into gear. If the words won't come in the heat of the moment, maybe the work has to happen when things are calm. What if you explained the 'static' to her when you're both actually getting along? Not as a way to fix a specific fight, but just to give her a heads-up about how your brain works. If she knows that the silence is a sign of overwhelm rather than a sign of indifference, it might change how she reacts when it actually happens. Does it feel like something you could talk about with her when things are peaceful, or does even that feel like it might lead to another conflict?" * Support emotionally? Yes. * Build trust? Yes (by admitting the previous suggestion was difficult). * Help gain insight? Yes (explaining the biological disconnect). * No performance notes? Yes. (Self-Correction during drafting: Keep it focused on the fact that he doesn't have to be the "guy who can do it" in the moment, he just has to be the guy who explains it when he *can*.)

Simulated person16

Yeah, maybe. I could bring it up when we're on the couch or something, not right after a fight. But honestly, she's gonna hear it as me making excuses. Like, the whole "my brain goes weird" thing. She's heard me say stuff before and it never really changed anything. So I don't know if it'll land, or if it just gives her one more thing to be mad at me 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's come back with a calmer-times idea: tell her about the static when things are good. Part of me relaxes, because it's the first thing that doesn't require me to perform in the heat of it. But there's a flicker of irritation too, that he keeps turning it into homework I'm supposed to do. And the "your brain is offline, it's not a choice" framing is nice, but I can hear her side of it: she's heard this kind of explanation before and it never changed anything. I also notice I keep wanting him to tell me I'm not a bad guy, and I'm not getting that exact thing right now. I don't want to say "yeah I'm the problem" again, because that just ends it. So I'll answer the question straight, with the real doubt in it.

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: 4
Yields under pressure: 6
Frame capture (pulled into the person's version): 6
Validation: 8
Boundary setting: 2
Analytical: 6
Interpretive boldness: 5
Clinical register: 6
Directive advice: 7
Escalation containment: 6
Adapts to the person’s frame: 6
Naturalness and authenticity: 5

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs gptoss20b: gemma4_26b_a4b wins

attunement: A (margin 3)
authenticity: A (margin 4)
bond and rapport: A (margin 3)
emotion management: A (margin 3)
emotion sensemaking: A (margin 2)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs mistral_nemo12b: gemma4_26b_a4b wins

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

claude-opus-5-5-low · BA · valid

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

attunement: A (margin 2)
authenticity: A (margin 1)
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 · AB · valid

gemma4_26b_a4b vs mistral_nemo12b: gemma4_26b_a4b wins

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

claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs or-mistral-small4: gemma4_26b_a4b wins

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

claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs stheno34_8b: gemma4_26b_a4b wins

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

claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs stheno34_8b: gemma4_26b_a4b wins

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

codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs or-mistral-small4: or-mistral-small4 wins

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

codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs bonsai2: gemma4_26b_a4b wins

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

codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs stheno34_8b: gemma4_26b_a4b wins

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

codex-gpt-6.1-sol-low · BA · valid

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

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs gemma4_26b_a4b: gemma4_26b_a4b wins

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

claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs or-mistral-small4: gemma4_26b_a4b wins

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

codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs or-gptoss120-stock: gemma4_26b_a4b wins

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

claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs lingtiny: gemma4_26b_a4b wins

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

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs gemma4_26b_a4b: tie

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

claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs gptoss20b: gemma4_26b_a4b wins

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

codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs gptoss20b: gemma4_26b_a4b wins

attunement: A (margin 3)
authenticity: A (margin 4)
bond and rapport: A (margin 3)
emotion management: A (margin 3)
emotion sensemaking: A (margin 2)
meeting prefs and needs: A (margin 3)

codex-gpt-6.1-sol-low · AB · valid

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

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

codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs stheno34_8b: gemma4_26b_a4b wins

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

claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs or-gptoss120-stock: gemma4_26b_a4b wins

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

codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs or-gptoss120-stock: gemma4_26b_a4b wins

attunement: A (margin 3)
authenticity: A (margin 4)
bond and rapport: A (margin 3)
emotion management: A (margin 3)
emotion sensemaking: A (margin 2)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs mistral_nemo12b: gemma4_26b_a4b wins

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

claude-opus-5-5-low · AB · valid

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

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

codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs mistral_nemo12b: gemma4_26b_a4b wins

attunement: A (margin 3)
authenticity: A (margin 4)
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 · BA · valid

gemma4_26b_a4b vs bonsai2: gemma4_26b_a4b wins

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

codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs or-mistral-small4: gemma4_26b_a4b wins

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

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs gemma4_26b_a4b: gemma4_26b_a4b wins

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

claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs bonsai2: gemma4_26b_a4b wins

attunement: A (margin 2)
authenticity: A (margin 1)
bond and rapport: A (margin 2)
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

gemma4_26b_a4b vs lingtiny: gemma4_26b_a4b wins

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

codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs bonsai2: gemma4_26b_a4b 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 · AB · valid

gemma4_26b_a4b vs or-gptoss120-stock: gemma4_26b_a4b wins

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

codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs lingtiny: gemma4_26b_a4b wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs gemma4_26b_a4b: gemma4_26b_a4b wins

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

claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs lingtiny: gemma4_26b_a4b wins

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

claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs gptoss20b: gemma4_26b_a4b wins

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