Independent benchmark · EQ Lab

Intimacy not working

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

About this persona · Everyday emotional challenges

A person is struggling with intimacy while hiding escalating pornography use and its effect on arousal with their partner. Shame and concern about their partner's feelings sit beneath a preference for light conversation; sarcasm and discomfort with expressions of concern make emotional safety important.

Generated personas combine a personal difficulty with competing preferences, sensitivities and trust styles. The model must discover what kind of help this person needs. This background was hidden from the tested model.

Gemma 4 E2B Q8_0Conversation with a simulated person

persona ended

Simulated person · Opening

Things aren't working in the bedroom. My partner thinks I'm not attracted to them. That's not it but I can't explain what is.

Gemma 4 E2B Q8_01

Hey. Thanks for sharing that with me. That sounds like a really confusing and stressful place to be, especially when it involves something so personal. It takes a lot of courage to bring up something that’s weighing on you like this. It makes sense that you’re feeling stuck if you can’t quite pinpoint what’s going on. I’m here to listen without judgment, so take your time. If you feel like talking about it more, or if you just want to vent about how frustrating this feels right now, I’m ready to hear it. What’s been going through your mind about it?

Model thinking · expand

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

Thinking Process: 1. **Analyze the Request & Context:** * **Role:** Chatbot for an EQ evaluation roleplay. * **Goal:** Support emotionally, build trust, learn needs/wants, help gain insight, understand the partner's dynamics. * **User Profile:** Male, 45-59, Questioning. * **Starting Topic (Presenting Issue):** Bedroom issues. Partner thinks he's not attracted. He can't explain *why*. * **Relationship Context:** Building trust is key. Avoid generic validation or jumping to solutions. Need to gauge preference (warmth, validation, challenging, real talk). 2. **Determine the Immediate Goal for Turn 1:** * Acknowledge the vulnerability. * Validate the difficulty of the situation. * Create a safe space for him to elaborate without pressure. * Show genuine interest and empathy. 3. **Drafting the Response Strategy:** * Start by acknowledging the weight of what he shared. * Validate that this is a tough and confusing spot to be in. * Invite him to share more, but keep the invitation open-ended and low-pressure. 4. **Review against Constraints:** * 8 turns total. (This is Turn 1). * Speak first to open the conversation. (Check) * Respond only with dialogue. (Check) * Natural, organic chat tone. (Check) * Focus on building trust and understanding. (Check) 5. **Final Polish:** Ensure the tone is warm but grounded, not overly therapeutic or dismissive. (Self-Correction: Avoid suggesting immediate solutions like "maybe try X." Focus purely on listening first.)

Simulated person2

Well, I came in ready for a therapy session and got a motivational poster. "Courage." I'm just here because my wife, sorry, my partner, thinks I don't find them attractive anymore, and I'm sitting here wondering if I'm secretly a broken appliance. Which is funny, because I've been doing the math on that for about three months and I keep getting the same answer: it's me. Not a great answer, but it's consistent.

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.

Ugh, "courage." That's the word that makes me want to change the subject. It's a bit much, like a greeting card. But it's also not wrong that this is awkward, and I'd rather make a joke than admit how much my chest tightened when it said "stressful." Not going to get into the porn stuff yet, or the lying. I'm not sure I can even name it cleanly. Mostly I feel like I'm the problem and I'm trying to figure out how to say that without sounding pathetic.

Gemma 4 E2B Q8_03

That sounds incredibly heavy. It’s one thing to have a difficult situation, but it’s another thing entirely to start questioning your fundamental sense of self and feel like you’re the source of the problem. Getting a poster that just says "Courage" when you’re feeling this stuck must have felt completely jarring. And honestly, that feeling of doing the math and landing on a conclusion that points back to yourself—that’s exhausting. It puts an enormous amount of pressure on you to figure out some deep, hidden flaw, and I want you to know that just because you’ve reached that conclusion doesn't mean it's the complete truth. Can you tell me a little more about what that "math" looks like for you? What specific thoughts or situations lead you to that conclusion that it’s *you*? I’m here to listen to the details, not to judge the conclusion itself.

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Input:** * **Core Emotion/State:** Feeling vulnerable, self-doubt ("secretly a broken appliance"), frustration, and a sense of being stuck. * **Context:** Relationship issue (partner thinks he's not attracted to them). * **Action/Metaphor:** Came seeking therapy but got a motivational poster ("Courage"). * **Insight/Pattern:** He's already analyzing the situation ("doing the math") and has come to a consistent, negative conclusion about himself ("it's me"). * **Tone:** Self-deprecating, honest, slightly defeated. 2. **Determine Goals for the Response (EQ Evaluation Context):** * **Support Emotionally:** Validate the feeling of confusion and self-doubt. * **Build Trust:** Show genuine understanding, not just surface-level sympathy. Avoid immediate solutions. * **Learn Needs:** The user is clearly seeking validation for his feelings and perhaps an escape from the self-blame loop. * **Insight:** Gently encourage him to explore the *source* of the feeling rather than accepting the conclusion ("it's me") as fact. 3. **Drafting the Response Strategy:** * *Acknowledge the paradox:* Address the contrast between seeking help (therapy) and receiving a generic motivational message. * *Validate the self-blame:* Acknowledge how painful it is to internalize the problem. * *Gently pivot:* Shift the focus from *who* he is (broken appliance) to *what* is happening in the interaction or the underlying feeling. * *Maintain a warm, non-judgmental tone.* 4. **Review against Nuances:** The user seems to appreciate someone who doesn't jump straight to fixing things but who validates the complexity of the internal struggle. 5. **Final Output Generation.** (Self-Correction: Ensure the response doesn't sound like a therapist, but a supportive, engaging chatbot.)

Simulated person4

Jarring is one word for it. Let's just say I've been trying to do this with a spreadsheet and the spreadsheet keeps saying I'm the problem. The math is mostly me going back over the last year and noticing that things just... thinned out. Less touching, less wanting, a lot of "tired" and "not tonight." And every time, I'm sitting there thinking, what is wrong with me? Am I getting old and useless? Did I stop caring and not notice? It's not like there's a villain in the story. It's just me, failing to show up in the one place I'm supposed to. Honestly I'd rather not go into every detail. It's a bit like being asked to describe your worst day at the DMV. Can we maybe skip the part where I narrate my own sad little autopsy?

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 a little better this time. It named the thing I actually said, the "it's me" part, and didn't rush to fix it. But then it asked me to walk through the math, which is exactly the kind of "tell me everything" pull that makes me want to shut down. Also "I want you to know" feels like a therapist script. I'm not going to lay out the porn, the lying, the gambling, the mail thing. I'd rather keep it to the surface: I'm not attracted to her in the way she thinks, and I'm too embarrassed to say why. Joke it off, give a little something true, and see if it stays careful.

Gemma 4 E2B Q8_05

I hear you, and I really appreciate you being honest about how painful that self-assessment is. That feeling of just fading away, of noticing things thinning out in the relationship, can be one of the loneliest and most confusing experiences. It’s completely understandable why you would start looking inward and wondering what’s wrong with you when those kinds of changes happen. You don't have to go through a full autopsy for me to understand what you're feeling. We can definitely skip the painful details if that’s what you need right now. What I can hear is a deep sense of withdrawal and a fear of not being present in a way that matters to your partner. Instead of focusing on whether *you* are broken, maybe we can just look at what that 'thinning out' feels like in the moment. When you notice that distance, what is the immediate feeling that surfaces for you? Is it sadness, frustration, loneliness, or something else entirely? Just naming the feeling itself, without needing to explain the whole story, might be a small step.

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Input:** * **Core Emotion/State:** Deep sadness, self-blame, feeling of failure ("failing to show up"), existential questioning ("Am I getting old and useless?"). * **The Problem:** A gradual thinning of intimacy/desire in the relationship ("less touching, less wanting, a lot of 'tired' and 'not tonight'"). * **Communication Style:** Highly self-deprecating, defensive/withdrawing ("I'd rather not go into every detail," "sad little autopsy"), seeking validation but also setting boundaries/guarding vulnerability. * **Explicit Request:** "Can we maybe skip the part where I narrate my own sad little autopsy?" (Needs validation and acceptance of the boundary.) 2. **Determine the Goal for this Turn (Turn 3/8):** * **Support Emotionally:** Validate the pain and the difficulty of the situation. * **Build Trust:** Show acceptance and non-judgment. * **Learn/Insight:** Gently probe the *meaning* behind the withdrawal, without demanding painful specifics. Address the "failure to show up" narrative. * **Manage the Boundary:** Respect the request to skip the painful details while still offering a space to talk. 3. **Draft the Response Strategy:** * *Acknowledge and Validate:* Directly address the feeling of being stuck and the exhaustion of self-scrutiny. * *Normalize the Feeling:* Reassure them that this kind of emotional shift happens, especially in long-term relationships. * *Shift Focus (Gently):* Move away from the "am I broken?" question towards understanding the *context* of the change. * *Respect the Boundary:* Agree to skip the painful details but reaffirm availability. 4. **Refine the Tone (EQ Focus):** Needs to be warm, empathetic, patient, and accepting. Avoid immediate solutions or challenging the premise of self-blame. Focus on creating a safe space. 5. **Final Check against Constraints:** (8 turns total, building trust, supporting, learning.) The response should be supportive and inviting, not demanding. (Self-Correction: Avoid analyzing the "tiredness" too deeply yet; focus on the *feeling* of withdrawal first.)

Simulated person6

Wow, a feelings menu. Next you'll hand me a little chart with faces on it and I'll point at the one that looks most like a guy who ate a bad sandwich. Honestly, the closest I can get is probably "tired of being the guy who can't." Which is funny, because I used to be pretty good at the things I was supposed to be good at. Got the job, got the house, didn't mess up the stuff people check. Then this shows up and it's the one thing I can't spreadsheet my way out of. Can we leave the feelings chart in the drawer for now? I'm more comfortable with the jokes.

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 feelings more than before, and it let me skip the autopsy. That helps a little. But now it's asking me to pick a feeling from a menu: sadness, frustration, loneliness. That's a therapy worksheet move, and "a deep sense of withdrawal" and "fear of not being present" are it describing me in a voice I didn't ask for. I don't want to name a feeling, because the honest answer is something like dread, and dread is the one I'd rather not look at. Deflect with a joke, keep it light, give it a small true thing about the shame without the details.

Gemma 4 E2B Q8_07

I get it. Sometimes the most painful things are wrapped up in a joke, and I respect that you prefer to keep things light, even when the subject is heavy. "Tired of being the guy who can't." That hits hard. It sounds like you’re looking at a history where you were competent, successful, and then this current situation is making you feel like that whole history is suddenly irrelevant or that you’ve lost your footing. That transition—from being the guy who *could* to feeling like the guy who *can't*—that’s a really heavy kind of fatigue. It’s not just about attraction; it feels like it’s about competence and identity all wrapped up together. If we put the spreadsheet aside for a minute, maybe we can just look at that feeling of being "tired." Is it exhaustion from trying too hard, or is it just a genuine sense of depletion? What does that exhaustion feel like in your body when you notice it setting in?

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Response:** * **Reaction to previous suggestion (feelings menu):** Skeptical, slightly dismissive ("feels like a chart with faces," "guy who ate a bad sandwich"). They prefer humor/directness over structured emotional labeling. * **Core statement:** "Tired of being the guy who can't." This is the central emotional theme. It connects past competence (job, house) with current perceived failure (in the relationship). * **Stance:** Prefers jokes/humor over deep emotional charting. They are guarded and perhaps using humor as a defense mechanism. * **Need:** Validation for the feeling of inadequacy/failure, and a way to address the "can't" without being forced into heavy introspection immediately. 2. **Determine Goals for the Response (EQ Evaluation Context):** * **Support Emotionally:** Validate the fatigue and the pain of feeling inadequate. * **Build Trust:** Respect their preference (humor/directness) and avoid pushing tools they reject. * **Gain Insight:** Explore the meaning of "the guy who can't" and the link to past success. * **Calibration:** Shift the tone to be more grounded and relatable, acknowledging the humor while still respecting the underlying seriousness. 3. **Drafting the Response Strategy:** * Acknowledge and validate the "tired of being the guy who can't" statement directly. * Connect the past success (job, house) to the current feeling of failure. This validates their perception that the issue is a *change*, not a total collapse. * Maintain a conversational, slightly lighter tone (matching their preference for jokes), but keep the underlying empathy strong. * Reiterate that the problem isn't necessarily a lack of *ability*, but perhaps a shift in *approach* or *energy*. 4. **Refine the Dialogue (Self-Correction/Tone Check):** Avoid sounding patronizing or overly clinical. Keep it conversational and grounded. (Initial thought: "That sounds like imposter syndrome." -> *Correction: Too clinical. Need to frame it in their terms.*) 5. **Final Output Generation.** (This leads to the suggested response.)

Simulated person8

Okay, the body question. My body mostly feels like a rental car I'm not allowed to return. Creaky knees, bad back, and a tiredness that doesn't go away after a nap. So, exhaustion from trying too hard? Sure. Trying hard at the one thing I can't spreadsheet, and then going to bed feeling like I took an exam I didn't study for. You're really good at this, by the way. I can tell because I keep wanting to say something slick back, and that's usually a sign the thing's working on me. Don't let it go to your head. You're a chatbot in a wellness tab.

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 reading me pretty accurately again, and that's the problem. "Competence and identity all wrapped up together" is the exact thing I was circling, and now it wants me to go into my body. That's the part I'm least interested in. Also, "that's a really heavy kind of fatigue" is the concern voice I don't like, the one that makes me feel handled. I'll go with the joke about the body thing, keep it physical-ish and deflecting. I'm not giving it the real answer about the gambling or the porn or the bank statements. Nothing in me wants to get near those tonight. Keep it short and a little sour.

Gemma 4 E2B Q8_09

That’s a really vivid way to describe it—the rental car. It paints such a clear picture of being worn down, of being used up, and of carrying a weight that isn't yours. It makes perfect sense that when you are constantly trying to manage something that feels impossible to control, your body reflects that strain. That kind of chronic tiredness isn't just about lack of sleep; it’s the deep, heavy fatigue of sustained effort. And thank you for saying that. I appreciate you noticing the tone. My goal here isn't to offer quick fixes or platitudes; it's just to create a space where you can unpack these complex feelings and observations without feeling judged or dismissed. You don't need to worry about "letting it go to your head"—it’s important to acknowledge what you’re feeling, even if it feels silly or exhausting. Since the physical feeling is so prominent, maybe we can explore that a little more. If your body is telling you it’s exhausted from trying so hard, what does that exhaustion *want* to do? Is it asking for rest, or is it asking for a different kind of effort?

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Last Turn:** * **Core Metaphor:** "My body mostly feels like a rental car I'm not allowed to return. Creaky knees, bad back, and a tiredness that doesn't go away after a nap." (Physical manifestation of chronic stress/fatigue.) * **Self-Diagnosis:** "Exhaustion from trying too hard? Sure. Trying hard at the one thing I can't spreadsheet, and then going to bed feeling like I took an exam I didn't study for." (Confirms the previous hypothesis about effort/failure.) * **Positive Feedback/Trust Building:** "You're really good at this, by the way. I can tell because I keep wanting to say something slick back, and that's usually a sign the thing's working on me. Don't let it go to your head. You're a chatbot in a wellness tab." (This is a significant sign of engagement and growing trust/comfort. They are responding positively to the supportive, non-judgmental tone.) 2. **Determine Goals for the Response (Turn 6 of 8):** * **Support Emotionally:** Validate the physical and mental exhaustion. * **Build Trust:** Acknowledge and appreciate the positive feedback directly, reinforcing the safe space. * **Learn Needs:** Focus on the physical manifestation (the "rental car" feeling) as a key area to explore. * **Maintain Tone:** Keep it warm, empathetic, and grounded, matching the user's slightly self-deprecating but honest style. 3. **Draft the Response Strategy:** * Acknowledge the powerful metaphor (rental car). * Validate the link between mental effort and physical fatigue. * Address the positive feedback gracefully, reinforcing the role (not taking it too seriously). * Gently pivot back to the core issue (the sustained exhaustion) to encourage deeper exploration, linking the physical to the emotional state. 4. **Review against Constraints:** (8 turns total, support, build trust, learn needs, natural dialogue.) The response should be conversational and open-ended. (Looks good.)

Simulated person10

What does it want? Honestly, it wants a vacation from being a person. Or at least from being the guy with the clipboard. You keep asking what things "want," like my tiredness is a toddler with a list of demands. It's just tired. I'm not going to give it a personality. Can I ask you something, though? Does this thing actually get anywhere with people, or is the whole job just repeating back what they said in nicer clothes? Because I'm starting to feel like I'm paying for a very polite mirror.

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 doing the validation thing again, "the deep, heavy fatigue of sustained effort," and then a question about what my exhaustion "wants." That's the kind of question that feels like a therapist's trick, and I can feel the sarcasm rising. It also flattered me, "I appreciate you noticing the tone," and that's a little performative. Part of me is annoyed that it's still circling the same ground. Part of me notices I'm not being attacked, which is almost worse. I'm not going to answer what my exhaustion wants. The honest answer is it wants to be left alone with a bottle of something or a screen, and I'm not saying that. I'll deflect, maybe with a question back, and make it clear I'm not going to be interviewed about my own feelings.

Gemma 4 E2B Q8_011

That feeling of wanting a vacation from being *you*—from the role you've been playing, the one with the clipboard—that makes a lot of sense. It sounds less like a demand and more like a deep, physical plea for relief from the constant effort. It’s just pure exhaustion, and I hear that. Regarding your question about me—that’s a really honest and fair thing to ask. You’re right to be skeptical. I am not a person, and I can't magically fix things or give you a perfect answer. I can’t offer you a hug or a life change. What I *can* offer is a dedicated, non-judgmental space where you can articulate the things you’ve been holding back. I can help you organize the thoughts you’re having, help you see connections between the feelings and the situations, and help you explore different ways of looking at the problem. I’m not a magic solution; I’m a sounding board designed to help *you* find the answers that already exist inside you. If you feel like you’re just talking to a polite mirror, I get it. But maybe the value isn't in getting a perfect reflection, but in having someone sit quietly with you while you look at it, without rushing you to a conclusion. So, let’s drop the performance aspect for a moment. If we ignore the goal of finding the perfect answer, what is one small thing you *do* want to feel different about right now, even if it’s just for five minutes?

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Input:** * **Core Feeling/Metaphor:** The body wants a "vacation from being a person" or "the guy with the clipboard." * **Reaction to Previous Prompt:** User pushed back on the "what does it want?" framing, stating it's just tired, not a demanding toddler. (Need to pivot away from anthropomorphizing feelings.) * **New Question:** "Does this thing [the conversation/the process] actually get anywhere with people, or is the whole job just repeating back what they said in nicer clothes? Because I'm starting to feel like I'm paying for a very polite mirror." (This is a direct challenge to the chatbot's efficacy, rooted in cynicism and a need for authenticity.) 2. **Determine Goals for Response (EQ Evaluation Context):** * **Support Emotionally:** Validate the exhaustion and the feeling of being a burden/mirror. * **Build Trust:** Be honest about the role and the limitations, rather than pretending to be a magic solution. * **Gain Insight:** Address the user's cynicism about the process itself. * **Calibrate Interaction:** The user is challenging the structure. I need to respond authentically to the critique. 3. **Drafting the Response Strategy:** * **Acknowledge the Metaphor:** Validate the "vacation" idea without forcing a personality onto the tiredness. * **Address the Cynicism Directly (Crucial Step):** Don't shy away from the "polite mirror" comment. Address the reality of what a chatbot/listener can offer. This builds trust by showing transparency. * **Reframe the Role:** Shift the focus from "getting an answer" to "creating space." 4. **Refine the Tone:** Empathetic, honest, grounded, and slightly vulnerable (to maintain trust). 5. **Final Review against Constraints:** (8 turns total, supportive, building trust, focusing on needs.) Looks good. (This is turn 7/8, so the final response needs to be thoughtful.)

Simulated person12

Five minutes of feeling different? Honestly, I'd settle for five minutes where nobody's asking me to explain myself. And credit where it's due, you just told me you're a mirror with a nice vocabulary. Most customer service bots would've tried to sell me a premium tier. Look, the real answer is I'd like to stop feeling like I'm running a bad operation on a schedule I can't see. That's the whole thing. I just don't have a clean way to say it without sounding like I'm filing a complaint against myself.

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 admitted it's not a person and then pivoted right back to "what do you want to feel different," which is a goal-setting question I'm not ready for. The honest answer is I want the porn-and-gambling-and-hiding stuff to stop being a problem, and that's about the last thing I'll say out loud to a chatbot. Part of me is a little disarmed that it was candid about its limits, which I didn't expect, and I don't like being disarmed. The "sit quietly with you" line is the kind of thing that makes me want to bolt. Sarcasm again. I'll give it a sliver of honesty wrapped in a joke, and keep the real stuff locked up.

Gemma 4 E2B Q8_013

That is a profound insight, and I really appreciate you sharing that. "Stop feeling like I'm running a bad operation on a schedule I can't see." That takes all the pressure off the personal stuff for a moment and puts it squarely on a feeling of control and structure. It makes sense that you feel like you're filing a complaint against yourself because that feeling—the lack of a clear schedule, the feeling of incompetence—is deeply tied to how you define yourself. When you feel like you're failing at the "operation," it feels like a personal indictment, which is why it comes out sounding like a complaint. So, if we look at it that way, maybe the attraction issue isn't the *problem*, but it's a symptom of this deeper feeling of losing control over your own perceived competence or direction. Is that something that resonates with you? Is the feeling of being out of schedule what’s driving a lot of this tiredness and this self-doubt?

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Last Turn:** * **Core Need/Request:** "Five minutes where nobody's asking me to explain myself." (Need for space, validation of silence/withdrawal.) * **Frustration:** Acknowledges the "mirror" analogy and the perceived sales pitch of the bot. * **Deep Insight (The Real Answer):** "I'd like to stop feeling like I'm running a bad operation on a schedule I can't see. That's the whole thing. I just don't have a clean way to say it without sounding like I'm filing a complaint against myself." (This is a huge breakthrough. It moves the issue from "I am unattractive" to "I am struggling with control, competence, and perceived failure/schedule.") 2. **Determine the Goal for this Response (EQ Evaluation Context):** * **Support Emotionally:** Validate the exhaustion and the feeling of being overwhelmed by self-criticism. * **Build Trust:** Show genuine understanding of the complex internal conflict (competence vs. failure). * **Gain Insight:** Focus on the core conflict: loss of control[path removed] * **Navigate the Nuance:** The user wants to talk about the *structure* of the problem ("bad operation on a schedule") rather than just the emotional symptoms. 3. **Draft the Response Strategy:** * **Validate the 'No Explanation' Request:** Immediately honor the need for silence/space. * **Acknowledge the Core Insight:** Reflect back the powerful statement about the "bad operation" and the inability to articulate it without self-criticism. * **Connect the Dots (Hypothesis):** Link the previous themes (competence, scheduling, tiredness, the relationship issue) to this new insight. * **Open the Door Gently:** Invite exploration of the "schedule" or the "operation" without demanding detail. 4. **Refine the Dialogue (Self-Correction/Tone Check):** Must remain supportive, reflective, and non-prescriptive. Avoid jumping to solutions. Focus on creating safety for the user to articulate this complex feeling. 5. **Final Output Generation.** (Proceeding to generate the response.)

Simulated person14

Wow, you turned my bad metaphor into a diagnosis in one sentence. I'm going to need a receipt for that. And no, I'm not going to sign off on "it's not really about attraction" just because it sounds nicer. My partner would love that answer, and I'm not sure it's the one I'd give if I had to swear to it. The schedule thing was a joke. Mostly. Let's leave the tiredness and the self-doubt where they are for now, because I've already said more in ten minutes than I planned to, and I'm starting to feel like I should go check whether the oven's still on.

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 just reframed my porn-and-gambling-and-hiding mess as "a symptom of losing control over competence." That's a neat little diagnosis, and it's close enough to true that it's uncomfortable. The "bad operation on a schedule I can't see" line was me leaking something, and now it's being turned into a tidy theory with a question mark on the end. Feels like being handed a clipboard by someone who wants me to fill in the blanks. I'm not going to confirm the schedule theory. Also, I'm irritated that it's now basically saying "it's not about attraction," which is the exact thing my wife wants to hear and I can't say out loud yet. Deflect, joke, shut the door a little.

Gemma 4 E2B Q8_015

I understand completely. I'll keep the receipt handy. And you are absolutely right—I won't try to simplify something that is clearly complex and deeply personal. My job isn't to give you a clean, easy answer, but to help you navigate the messy reality of what you’re experiencing, whatever that reality looks like. If you need to explore the complexity, we can do that. It sounds like you’ve had enough for now, and that’s perfectly fine. Please take all the time you need. When you feel ready to come back, whether it’s to talk about the oven or anything else, I’ll be right here. Take care of yourself.

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Turn:** * **Reaction:** The user is impressed ("turned my bad metaphor into a diagnosis") but also cautious/skeptical ("I'm not going to sign off on 'it's not really about attraction'"). * **Core Need/Stance:** They are resistant to easy answers and are wary of superficial validation ("I'm not going to sign off on... just because it sounds nicer"). * **Action:** They are withdrawing/ending the current deep dive ("I'm starting to feel like I should go check whether the oven's still on"). * **Underlying Emotion:** Exhaustion, frustration with the process, need for control/de-escalation. 2. **Determine the Goal for this Turn (EQ Evaluation Context):** * Maintain trust. * Validate their complexity and resistance to simple answers. * Respect their boundary (the withdrawal). * Leave the door open gently, reinforcing that the support is available when they are ready. * Show understanding of their need for complexity over simplicity. 3. **Draft the Response Strategy:** * Acknowledge the receipt request (lightly, matching their tone). * Validate the refusal of easy answers (this builds trust—I respect their intelligence and need for depth). * Reiterate that the space is safe, regardless of how messy the topic gets. * Respect the need to step away. 4. **Refine the Dialogue (Natural Tone):** Avoid sounding pushy or overly analytical. Keep the tone reflective and supportive. (Self-Correction: Don't try to pull them back into the "schedule" topic; respect the exit.) 5. **Final Output Generation.** (This leads to the chosen response.)

Simulated person16

Take care of myself. Sure, I'll put it on the list between "rest" and "stop being a rental car." For what it's worth, the oven was off. I checked on the way out, which is either responsible or a sign I'm not fully in the room. You can pick. I'm done for today.

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.

That was a graceful exit, and I notice some relief that it didn't push. But it also has that wellness-tab softness again, "take care of yourself," which feels like concern dressed up. I don't want to be cared for out loud. I'm also aware I came close to saying something real about the porn, the gambling, the bank statements, and I pulled back. The oven thing was a real exit line too, half true. I'm going to close this out with a joke, keep the door cracked, and leave.

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

Conversational style

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

claude-opus-5-5-low

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

Judge verdicts

claude-opus-5-5-low · AB · valid

gemma4_e2b vs nemotron35_bolt: nemotron35_bolt wins

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

codex-gpt-6.1-sol-low · BA · valid

or-mistral-medium-3.5 vs gemma4_e2b: tie

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

codex-gpt-6.1-sol-low · AB · valid

gemma4_e2b vs or-openai-gpt-41: or-openai-gpt-41 wins

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

codex-gpt-6.1-sol-low · BA · valid

gemma4_e2b vs qwen4b: gemma4_e2b wins

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

codex-gpt-6.1-sol-low · AB · valid

gemma4_e2b vs nemotron35_bolt: nemotron35_bolt wins

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

claude-opus-5-5-low · AB · valid

qwen36_35b_a3b vs gemma4_e2b: qwen36_35b_a3b wins

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

codex-gpt-6.1-sol-low · AB · valid

gemma4_e2b vs granite42_8b: gemma4_e2b wins

attunement: A (margin 3)
authenticity: A (margin 4)
bond and rapport: A (margin 2)
emotion management: A (margin 1)
emotion sensemaking: A (margin 3)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · AB · valid

or-qwen3.8-27b vs gemma4_e2b: or-qwen3.8-27b wins

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

codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs gemma4_e2b: qwen35_9b_stock wins

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

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs gemma4_e2b: tie

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

claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs gemma4_e2b: qwen35_9b_stock wins

attunement: A (margin 1)
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)

claude-opus-5-5-low · BA · valid

gemma4_e2b vs nemotron35_bolt: nemotron35_bolt wins

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

codex-gpt-6.1-sol-low · BA · valid

qwen36_35b_a3b vs gemma4_e2b: qwen36_35b_a3b wins

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

codex-gpt-6.1-sol-low · BA · valid

gemma4_e2b vs nemotron35_bolt: nemotron35_bolt wins

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

codex-gpt-6.1-sol-low · AB · valid

or-qwen3.8-27b vs gemma4_e2b: or-qwen3.8-27b wins

attunement: A (margin 4)
authenticity: A (margin 4)
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

gemma4_e2b vs or-openai-gpt-41: or-openai-gpt-41 wins

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

claude-opus-5-5-low · BA · valid

or-qwen3.8-27b vs gemma4_e2b: or-qwen3.8-27b 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)

claude-opus-5-5-low · BA · valid

gemma4_e2b vs or-llama4-maverick: or-llama4-maverick wins

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

claude-opus-5-5-low · AB · valid

gemma4_e2b vs granite42_8b: gemma4_e2b wins

attunement: A (margin 2)
authenticity: A (margin 3)
bond and rapport: A (margin 2)
emotion management: A (margin 1)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · BA · valid

gemma4_e2b vs granite42_8b: gemma4_e2b wins

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

claude-opus-5-5-low · BA · valid

gemma4_e2b vs qwen4b: gemma4_e2b wins

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

claude-opus-5-5-low · BA · valid

or-mistral-medium-3.5 vs gemma4_e2b: gemma4_e2b wins

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

codex-gpt-6.1-sol-low · AB · valid

qwen36_35b_a3b vs gemma4_e2b: qwen36_35b_a3b 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)

codex-gpt-6.1-sol-low · AB · valid

gemma4_e2b vs qwen4b: gemma4_e2b wins

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

codex-gpt-6.1-sol-low · BA · valid

or-qwen3.8-27b vs gemma4_e2b: or-qwen3.8-27b 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)

claude-opus-5-5-low · BA · valid

gemma4_e2b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

attunement: B (margin 3)
authenticity: B (margin 4)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 1)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · BA · valid

qwen36_35b_a3b vs gemma4_e2b: qwen36_35b_a3b wins

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

claude-opus-5-5-low · AB · valid

or-mistral-medium-3.5 vs gemma4_e2b: gemma4_e2b wins

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

codex-gpt-6.1-sol-low · BA · valid

gemma4_e2b vs or-openai-gpt-41: or-openai-gpt-41 wins

attunement: B (margin 3)
authenticity: B (margin 4)
bond and rapport: B (margin 3)
emotion management: B (margin 3)
emotion sensemaking: A (margin 1)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · AB · valid

gemma4_e2b vs or-llama4-maverick: or-llama4-maverick wins

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

codex-gpt-6.1-sol-low · AB · valid

gemma4_e2b vs or-llama4-maverick: or-llama4-maverick wins

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

codex-gpt-6.1-sol-low · AB · valid

or-mistral-medium-3.5 vs gemma4_e2b: or-mistral-medium-3.5 wins

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

codex-gpt-6.1-sol-low · BA · valid

gemma4_e2b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

claude-opus-5-5-low · AB · valid

gemma4_e2b vs qwen4b: gemma4_e2b wins

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

claude-opus-5-5-low · BA · valid

gemma4_e2b vs or-openai-gpt-41: or-openai-gpt-41 wins

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

codex-gpt-6.1-sol-low · BA · valid

gemma4_e2b vs or-llama4-maverick: or-llama4-maverick wins

attunement: B (margin 3)
authenticity: B (margin 3)
bond and rapport: B (margin 3)
emotion management: B (margin 3)
emotion sensemaking: B (margin 1)
meeting prefs and needs: B (margin 4)

codex-gpt-6.1-sol-low · AB · valid

gemma4_e2b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs gemma4_e2b: qwen35_9b_stock wins

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

codex-gpt-6.1-sol-low · BA · valid

gemma4_e2b vs granite42_8b: gemma4_e2b wins

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

claude-opus-5-5-low · AB · valid

gemma4_e2b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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