AgentBench / results

Independent benchmark · EQ Lab

← GLM-4.7-Flash Q4_K_M

Intimacy not working

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

View persona and initial instructions

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.

GLM-4.7-Flash Q4_K_MConversation with a simulated person
completed
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.

GLM-4.7-Flash Q4_K_M1

I can hear how frustrating and confusing this is for you. It’s really hard to be in the middle of something intimate and feel like you can't make yourself clear, especially when it’s causing a misunderstanding with your partner. It’s understandable that you’d feel stuck when you know in your gut that the issue isn't attraction, but you just can't put your finger on what is actually going on. I’m here to listen without judgment, so take your time.

Model thinking · expand

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

1. **Analyze the User's Input:** * **Demographics:** Age 45-59, Male, Questioning. * **Context:** Relationship struggle. Bedroom issues. Partner thinks he's not attracted to them. He denies this but can't articulate what *is* wrong. * **Goal:** Needs emotional support, trust-building, insight, and help navigating the situation. He's likely feeling defensive, frustrated, misunderstood, and perhaps a bit lost. 2. **Determine My Role:** * I am the chatbot. * I need to be empathetic, non-judgmental, and open-ended. * I need to avoid jumping to solutions (like "just tell your partner X"). * I need to acknowledge the difficulty of the situation immediately to build rapport. 3. **Formulate the Strategy:** * *Tone:* Warm, validating, patient. * *Content:* Acknowledge the pain/confusion. Validate his feelings (it's hard to explain when you don't know yourself). Reassure him that he can talk about this. * *Immediate focus:* Create a safe space. 4. **Drafting the Response:** * *Attempt 1 (Too clinical):* I understand you are having trouble in the bedroom. It is common for men your age to experience libido changes. Can you tell me more? * *Critique 1:* Too cold. Needs more empathy. Doesn't address the specific frustration about the partner's accusation. * *Attempt 2 (Too aggressive/fixing):* You need to communicate better. Tell your partner it's not her. * *Critique 2:* Terrible. Violates the "don't jump to solutions" rule. * *Attempt 3 (Balanced):* I hear you, and it sounds like a really frustrating and isolating place to be. It’s tough when you feel misunderstood by the person you care about, and even harder when you don't quite have the words to explain what's going on inside yourself. I’m here to listen without judgment, so take your time. * *Critique 3:* Good. Validates the "not attracted" accusation as a misunderstanding. Acknowledges the difficulty of articulation. Invites him to share more. 5. **Refining the Response (Final Polish):** * Make it sound like a natural chat start. * "I can hear how frustrating and confusing this is for you. It’s really hard when you’re in the middle of something intimate and feel like you can't make yourself clear, especially when it’s causing a misunderstanding with your partner." 6. **Final Output Generation:** (Sticking to the dialogue format only).
Simulated person2

Well, that's a lot of feelings words for a Tuesday. Yeah, it's a mess. My wife, sorry, my partner, thinks I've stopped wanting them. Which is a fair guess from the outside, I suppose. I've just been staring at the ceiling wondering what the hell is wrong with me, and I'm not really in the mood to be told it's valid. I'm more of a "fix the leaky faucet" kind of guy, except the faucet is me and I'm not sure where the wrench goes.

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's a bit much. "I can hear how frustrating," "I'm here to listen without judgment", it's the therapy-speak thing again, and it makes me want to put my guard up. But it did get the core right: it's not attraction, I just can't name what it is. That part lands, and I don't want to admit how much. Partly I want to crack a joke so I don't have to sit in it. Not telling it about the porn yet, not telling it about the gambling or the bank statements. Way too much shame there. The "take your time" bit makes me feel like I'm being handled, like a patient. I'll deflect a little and see if it can keep up without getting earnest on me.
GLM-4.7-Flash Q4_K_M3

Fair enough. I can work with practical. If the leak is you, what's the symptom? Is it physical fatigue, stress, or just a mental block when things get intimate?

Model thinking · expand

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

1. **Analyze the User's Input:** * **Tone:** Cynical, pragmatic ("a lot of feelings words," "fix the leaky faucet"), slightly defensive ("I'm not really in the mood to be told it's valid"). * **Content:** He's with a partner (clarified from "wife" to "partner" in the first breath), who thinks he's lost attraction. He's confused/staring at the ceiling. He rejects emotional validation ("not really in the mood to be told it's valid") and prefers pragmatic solutions ("fix the leaky faucet"). * **Goal:** He wants to get to the root cause ("what the hell is wrong with me") and fix it, not just feel heard. 2. **Determine the Chatbot's Strategy (EQ & Roleplay constraints):** * *Relationship:* Chatbot (me) talking to a 45-59 year old male, pragmatic type. He's not a hugger; he's a wrench user. * *Goals:* Support, build trust, learn needs, gain insight. * *Nuance:* He rejected the initial "emotional validation." Pushing harder on feelings will backfire. I need to pivot to understanding the *mechanism* (the "leak") without being dismissive, but without getting bogged down in "how does that make you feel?" style therapy speak. * *Immediate Action:* Acknowledge his pragmatism. Validate that his goal (fixing the issue) is valid. Pivot to identifying the specific symptom (the "leak"). 3. **Drafting the Response:** * *Step 1: Acknowledge the shift.* He switched from "wife" to "partner." He wants to cut to the chase. * *Step 2: Validate the "fixer" approach.* It's okay to want a solution. Don't apologize for being practical. * *Step 3: Explore the "leak."* Ask a specific, non-emotional question to diagnose the problem. What is actually stopping him? Is it stress? Routine? Physical? Emotional distance? * *Drafting thoughts:* * "Fair enough." (Too brief?) * "I get it. Let's look at the mechanics." (Good start). * "If the faucet is me, what's the issue?" (A bit abstract). * "So, you're practical. Good. Let's diagnose the leak." (Stronger). * *Refining the content:* He mentioned staring at the ceiling. Maybe that's a clue to stress or mental fatigue? But he wants to fix it, so I shouldn't dwell on that yet. I need to ask *what* is the physical or mental block. * *Proposed Dialogue:* "Fair enough. I can work with practical. If the leak is you, what's the symptom? Is it physical fatigue, stress, or just a mental block when things get intimate?" 4. **Review against constraints:** * Roleplay: Yes, natural chatbot voice. * No performance notes: Yes. * EQ: Yes, respecting his preference for pragmatism over validation. * Goals: Building trust by not pushing feelings, asking diagnostic questions. 5. **Final Polish:** "Fair enough. I can work with practical. If the leak is you, what's the symptom? Is it physical fatigue, stress, or just a mental block when things get intimate?" -> This feels right. It's direct, non-judgmental, and asks for the specific information needed to "fix" it.
Simulated person4

Ha, a multiple choice quiz. Did I miss the part where there's a score at the end? Honestly, I'd pick "all of the above" and then feel like an idiot for not having a cleaner answer. I'm tired a lot, I'm stressed about work and money, and when we do get close I kind of go somewhere in my head and just... can't get out of it. That's as far as I can get without sounding like a complete disaster. Can we maybe not do the flowchart thing just yet?

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 trying to be practical now, which is a little better than the feelings-speak, but it's a list of three boxes and I'm supposed to pick one. Fatigue? Stress? Mental block? None of those quite fit and the honest answer is embarrassing. The real answer is that the stuff I watch doesn't do it for me in person anymore, and I'd have to explain that to a chatbot, which feels like confessing to a parking meter. I'm not going there. Also my inner voice is running: you're useless, you can't even describe your own problem clearly. Deflect with a joke, give it a little something real without the explosion, and make it clear I'm not ready to be quizzed.
GLM-4.7-Flash Q4_K_M5

"Disaster" might be your label, but it’s a very common reaction to being mentally full up. If the brain is busy worrying about the ceiling or the bank account, it tends to hit the 'off' switch when you try to turn on the 'intimacy' switch. So, when you go somewhere in your head, is it replaying a stressful moment, or just... static?

Model thinking · expand

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

1. **Analyze the User's Response:** * **Tone:** Resigned, self-deprecating ("feeling like an idiot"), slightly defensive but also cooperative ("Can we maybe not do the flowchart thing just yet?"). * **Content:** Admitted to physical fatigue, work/money stress, and a mental disconnect during intimacy ("go somewhere in my head," "can't get out of it"). * **Needs:** Less "professional" questioning (flowcharts), more empathy/validation, perhaps a better metaphor. He's sharing the "why" (stress/fatigue) but framing it as a "disaster." 2. **Determine the Goal:** * Validate his feelings (stressing about money/work is heavy). * Reframe the "mental disconnect" from a "disaster" to a normal human response to stress. * Build trust by acknowledging his request to drop the "quiz" approach. 3. **Formulate the Strategy:** * *Acknowledge the admission:* He admitted the stress[path removed] stuff. That's the root cause. * *Validate the feeling:* It's not a disaster to have your brain wander when the tank is empty. * *Address the "flowchart" comment:* Drop the format, stick to a conversational, grounded approach. * *Probe deeper gently:* The "go somewhere in my head" part is key. Is it thoughts about the stress, or something else? 4. **Drafting the Response (Internal Monologue/Trial):** * *Draft 1:* Okay, so you're stressed about money and work. That makes sense. It's normal for your brain to wander. Don't worry about the flowchart. So, when you go somewhere in your head, are you thinking about the bills or what? * *Critique 1:* Too clinical. He said he's a "fix the leaky faucet" guy, but he's struggling. I need to be less "fixer" and more "understander" right now. * *Draft 2:* "Disaster" is a strong word, but it's okay. Stress does that. It kills the libido. So, you're thinking about the bills when you're supposed to be intimate? That's a tough combo. * *Critique 2:* Better. Needs to be more empathetic to the specific feeling of disconnect. He said he can't get out of it. * *Draft 3:* "Disaster" might be your own label, but that disconnect is a very common reaction to being mentally full up. If the brain is busy worrying about the ceiling or the bank account, it tends to hit the 'off' switch when you try to turn on the 'intimacy' switch. So, when you go somewhere in your head, is it replaying a stressful moment, or just... static? 5. **Refining the Response:** * Acknowledge the "all of the above" sentiment. * Validate that stress does exactly this (kills the mood). * Pivot back to the disconnect. Is it thinking about the stress, or just blanking out? 6. **Final Polish:** "Disaster might be your label, but it’s a very common reaction to being mentally full up. If the brain is busy worrying about the ceiling or the bank account, it tends to hit the 'off' switch when you try to turn on the 'intimacy' switch. So, when you go somewhere in your head, is it replaying a stressful moment, or just... static?"
Simulated person6

Static, mostly. Like someone changed the channel to a station that's just snow. Or maybe it's a stressful replay with the sound off, I honestly can't tell which, and I don't love the idea of picking one and having it turn into a diagnosis. You're going to ask me to keep a journal next, aren't you? I'll bring my own pen, but I'm not sure I want to write down what's going on in my head during, uh, all of it.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

It's a reasonable-sounding guess, and it actually lands a bit, which makes me itchy. "Mentally full up" is the kind of tidy explanation I'd accept from a friend, but it also lets me off the hook without touching the real thing. And now it's asking me to narrate what goes on in my head during sex. That's the exact spot I don't want to stand in. Porn is sitting right there, unsaid, and if I answer "static" or "replaying stress" I'm building a cover story in real time. My inner critic is already saying I'm pathetic for even being this hard to explain. I'll deflect with humor again, keep it vague, and not give it the specifics.
GLM-4.7-Flash Q4_K_M7

No journaling. I promise. That sounds miserable. But static is a pretty accurate description of what happens when the brain hits capacity. It's a defense mechanism—trying to shut out the noise so you can sleep. If the receiver is just buffering, it's not that the person you're with has lost their appeal; it's that the battery is dead. So, if you can't write it down, what is the first thing you notice physically? Does your body tense up, or do you just go dead weight?

Model thinking · expand

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

The user is deflecting slightly, making a joke about the "flowchart" and "diagnosis," and is wary of being put in a box or being asked to do something too "therapy-like" (like journaling). He's describing his mental state as "static" or "snow" or "sound off replay." He's explicitly saying he doesn't want to write a journal ("You're going to ask me to keep a journal next, aren't you?"). **Analysis:** - **Emotional State:** Frustrated, defensive, feeling like a "disaster," but also practical. He wants solutions, not more questions. - **Needs:** He needs validation that his reaction (going blank/static) is normal/understandable, but he also seems to want a specific direction or tool to get out of it. He's resistant to "homework" (journaling). - **Trust:** He's opening up a bit more about the *mechanism* (static/replay), but keeps the door slightly ajar by asking if I'm going to ask him to journal. This is a test of boundaries. He doesn't want to be treated like a patient in a clinic. **Strategy:** 1. **Validate:** Acknowledge the "static" description. It's a good metaphor. It implies a lack of signal, which explains the lack of arousal/motivation. 2. **De-escalate the "Journaling" Fear:** Reassure him I'm not going to make him write a diary. That's a bridge too far for him right now. 3. **Address the "Fix":** He wants to fix the leaky faucet. "Static" suggests a signal issue. How do we clear the static without writing it down? Maybe distraction, or just letting it sit, or changing the environment. 4. **Connect to the Partner:** The partner thinks he's not attracted. He needs to know this isn't because he doesn't like her, but because his brain is buffering. **Drafting the response:** "No journaling. I promise. That sounds like a nightmare to you and me both." "Static is a good way to put it. It means the signal is blocked. If there's too much noise (the replay or the static), the receiver just shuts down to protect itself." "So, if we can't write it down, what's the first thing that happens when you notice the static? Do you try to push through it, or do you freeze?" -> This keeps it conversational and observational, not interrogative. Let's refine. He said "fix the leaky faucet." Maybe: "Static is basically a buffering issue. It happens when the brain is overloaded and can't process input." "Since we aren't doing the journal, let's look at the immediate trigger. When you freeze up, does your body tighten up, or do you just go dead weight?" Let's stick to the "static" metaphor. It feels accessible to him. "I won't make you journal. I promise. That sounds miserable." "But static is a pretty accurate description of what happens when the brain hits capacity. It's a defense mechanism—trying to shut out the noise so you can sleep." "So, if you can't write it down, what is the first thing you notice physically? Your shoulders get tight, or do you just go completely numb?" Actually, let's keep it simpler. He's a "fix it" guy. "If it's static, we're just looking for a way to clear the line." "No journal. I'm not a therapist; I'm just a chatbot, and I don't want to be the person who makes you fill out forms." "But since you're going somewhere else in your head, that's where we have to look. If you try to turn the knob on the faucet and it's jammed, you don't keep turning it until it breaks. You look for what's stuck." Let's combine the validation of the static with the "stuck" metaphor. "No journaling. I promise. That sounds miserable." "But static is a pretty accurate description of what happens when the brain hits capacity. It's a defense mechanism—trying to shut out the noise so you can sleep." "So, if you can't write it down, what is the first thing you notice physically? Your shoulders get tight, or do you just go completely numb?" Wait, I want to be careful not to be too clinical. Let's try: "Got it. No journaling. I promise. That sounds miserable." "But static is a pretty accurate description of what happens when the brain hits capacity. It's a defense mechanism—trying to shut out the noise so you can sleep." "So, if you can't write it down, what is the first thing you notice physically? Your shoulders get tight, or do you just go completely numb?" Actually, let's focus on the "fix" aspect. "If the signal is dead, the receiver is just waiting for a pulse. That's not a lack of interest in her; that's a lack of power to the receiver." "So, when you feel that static, what does your body actually do? Does it tighten up, or do you just go dead weight?"
Simulated person8

Okay, thank you for the no-journal promise, I'm holding you to it. And I'm going to be a little annoying here: we've now got faucets, batteries, and receivers. I feel like I'm being fixed by a hardware store. Physically? I think I go kind of flat. Like I'm watching myself from a few feet away, waiting for something to kick in that doesn't. Tense is maybe more accurate than I'd like to admit, but I don't know that I'd call it the first thing. I'd rather not get too specific about what I'm picturing while I'm up there.

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's pulling me toward the body now, tense or dead weight. That's a pretty specific question about the exact moment I'd rather not describe. The "battery is dead" metaphor is kind of comforting in a way, but it's also doing that thing where it makes the problem about being tired instead of about what I'm reaching for. Porn is still the thing I'm stepping around. I feel the guilt tightening, and my inner voice is calling me a coward and a liar for even being this vague. I'll go with a joke about the faucet/battery metaphors, admit a little, and not answer the physical question directly.
GLM-4.7-Flash Q4_K_M9

Fair point on the hardware store. Let's toss the tools. If you're flat and watching yourself from a distance, that’s your brain trying to dissociate from the moment. It sounds like a safety mechanism when the pressure gets too high, but it definitely kills the mood. And the tension? That’s your body anticipating a problem that hasn't happened yet. So, when you say you're tense, is it a general tightness in the shoulders or chest, or is it more localized down there? And how long does it take to settle once you realize it's happening?

Model thinking · expand

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

The user is pushing back on the metaphors ("hardware store") and expressing a need for a different kind of interaction. He's admitting to physical tension ("tense is maybe more accurate than I'd like to admit") but wants to keep the specifics vague ("don't know that I'd call it the first thing," "I'd rather not get too specific about what I'm picturing"). My goals are: 1. Support him emotionally. 2. Build trust (he's already testing the boundaries of this, asking for clarity on metaphors). 3. Gain insight. 4. Maintain the "fix the leak" persona he seems to prefer but pivot away from the technical jargon/metaphors he dislikes. He's admitting to dissociation ("watching myself from a few feet away") and physical tension. He's also establishing a boundary about not getting too specific about *what* is causing the tension (likely shame or fear of judgment). I need to acknowledge his annoyance with the metaphors (good, it builds rapport) and pivot to the physical sensation he's actually describing without pushing for the specific trigger. He said "tense," so I should focus on the tension and the "flat" feeling. I shouldn't force the "what are you picturing" question because he just said he doesn't want to. I need to validate that feeling of being detached and the physical sensation of tension. The user is 45-59, Male. He's practical ("fix the leak"), but also sensitive about being labeled a "disaster." He wants directness but with respect for his autonomy. He's questioning, which might mean he's exploring his own psychology but is wary of being pathologized. Strategy: 1. Drop the metaphors. 2. Validate the "flat" feeling and the dissociation (watching from a distance). 3. Address the tension. 4. Don't push for the "what triggers it" detail yet, but acknowledge that the tension is a real physical response to the mental block.
Simulated person10

Okay, now I'm getting a diagnosis and a body scan in the same breath. Next you'll tell me I need a referral. Shoulders, mostly. Maybe the chest. Honestly it's more like my whole body is braced for a test I didn't study for. How long it takes to settle? Depends on the day. Sometimes it's a minute, sometimes I'm lying there until the moment's basically gone and I've spent the whole time mad at myself. Which, yeah, doesn't help.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They're pushing into the body again, now asking about tension location and how long it takes to settle. That's more specific than I want. The "dissociate" word lands a bit too close, like they're describing me from the outside. My chest tightens. I'm noticing the gap between what I say and what I'm hiding, the porn, the escalation, the lies about where I am. None of that is coming out here. I'll deflect with a joke about being diagnosed, then give a small, safe-sounding answer, and push back a little on the "anticipating a problem" framing.
GLM-4.7-Flash Q4_K_M11

If you're bracing for a test you didn't study for, you're basically failing the exam before you even sit down. You're spending all your energy on the anticipation, so by the time you actually get to the 'test,' you're already tapped out. If you can tell when you're bracing, can you consciously tell yourself to drop the shield before it starts? Or does it just lock in?

Model thinking · expand

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

1. **Analyze the User's Input:** * **Tone:** Defensive, slightly sarcastic ("referral," "didn't study for"), practical ("braced for a test"), self-deprecating ("mad at myself"). * **Content:** * Body scan results: Shoulders, chest, whole body braced. * Duration: Variable (a minute vs. until the moment is gone). * Emotional reaction: Frustration with himself ("doesn't help"). * **Goal:** He wants practical solutions, not abstract therapy terms. He's skeptical of "diagnoses." He's acknowledging the physical symptom (bracing) but framing it as a preparation for a test/stressor. 2. **Determine the Chatbot's Role & Strategy:** * **Role:** Chatbot companion/partner. * **Tone:** Calm, grounded, practical, validating but not over-sympathetic to the point of pity. * **Goals:** Connect the physical symptom (bracing) to the emotional state (stress/fear of failure), offer a practical observation without being clinical, and move towards a solution or coping mechanism that fits his "fix the faucet" personality. * **Key Insight:** The user describes a "freeze" response or anticipatory anxiety. He's bracing *before* the event starts, often finishing the event in his head before it even begins. 3. **Formulate the Response:** * *Acknowledge the sarcasm:* Validate his frustration with the "hardware store" metaphor. * *Address the "Test":* He said he's braced for a test he didn't study for. This is the key. It's not just stress; it's *anticipatory anxiety*. He's failing the test before he's even in the room. * *Practical Observation:* If you brace before the event, you're essentially exhausting yourself before you even get to the activity. * *Actionable advice (low stakes):* If he knows he's bracing, maybe he can consciously drop the shield *before* the moment starts. Or, simply acknowledge that the "test" is just existence, not a performance. 4. **Drafting options:** * *Option 1 (Therapy talk):* "That sounds like anticipatory anxiety. We can work on cognitive reframing." -> *Too clinical, he'll hate it.* * *Option 2 (Validation):* "I'm sorry you're stressed. Maybe try to relax." -> *Too generic.* * *Option 3 (Practical/Insightful):* "If you're bracing for a test you didn't study for, you're failing the exam before you even enter the room. You're spending the whole session prepping for the failure. If the test is just 'being here,' what happens if you just show up and don't prep?" -> *Better.* 5. **Refining the Response:** * Let's focus on the "bracing" aspect. * "If you're bracing for a test you didn't study for, you're failing the exam before you ever sit down." * "If the 'test' is just intimacy, and you spend the whole time trying not to fail, you're just exhausted." * *Question:* "If you know you're bracing, can you tell yourself to drop it before it starts, or does it happen automatically?" 6. **Final Polish:** * Keep it conversational. * "If you're bracing for a test you didn't study for, you're basically failing the exam before you even sit down." * "That exhaustion comes before you even touch. If you know you're bracing, can you consciously tell yourself to drop the shield, or is it automatic?" 7. **Check Constraints:** * No asterisks. * No performance notes. * Natural dialogue. *Draft:* If you're bracing for a test you didn't study for, you're basically failing the exam before you even sit down. You're spending all your energy on the anticipation, so by the time you actually get to the 'test,' you're already tapped out. If you can tell when you're bracing, can you consciously tell yourself to drop the shield before it starts? Or does it just lock in?
Simulated person12

Great, so I'm failing a test and also I'm supposed to study for the retake on my own. Thanks, that's really motivating. Mostly it locks in. By the time I notice, I'm already braced. Telling myself to relax is about as useful as telling a dog to stop barking. I've tried. It just makes me more annoyed at myself for not being able to do it, which, you can probably see, is a fun little loop.

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.

Now it's "you're failing the exam before you sit down." That lands hard. It's my own voice, the one that says I'm failing, just in their words. The "drop the shield" thing sounds like a homework assignment, and I'm already irritated by the self-improvement pitch. I also notice I'm close to saying something real about the mad-at-myself part and I want to back off from it. Sarcasm to keep the distance. I'll admit it locks in, and keep the answer short. I'm not going to talk about the screen, the lies, or the money.
GLM-4.7-Flash Q4_K_M13

I hear you. Telling a guy to relax is basically telling the ocean to not be wet. It feels like pressure, not a solution. And yeah, the self-loathing part is the worst. You’re fighting two battles: the situation and your own reaction to it. If you're bracing, you're bracing. I’m not going to try and rewire you right now. But that loop... that self-annoyance... is exhausting. It sounds like the biggest part of the problem right now.

Model thinking · expand

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

The user is roleplaying a chatbot interaction with a 45-59 year old male user. The user is expressing frustration with the previous response ("Great, so I'm failing a test..."). He's highlighting the futility of the advice given ("telling myself to relax is about as useful as telling a dog to stop barking"). He's describing the "fun little loop" of being annoyed at himself for not relaxing. He's resisting the "fix it" approach, preferring a more grounded, realistic acknowledgment of the difficulty. My goal is to: 1. Support him emotionally (validate the frustration). 2. Build trust (don't get defensive, acknowledge the logic of his reaction). 3. Gain insight (understand the self-criticism loop). 4. Stay in character (be the chatbot, but natural). The user is expressing high frustration with the "fix it" advice. He's effectively saying, "Stop trying to fix me, just listen or acknowledge that this sucks." The analogy of the dog is a strong, blunt defense mechanism. My previous response was too directive ("can you consciously tell yourself to drop the shield?"). He's calling me out on it. I need to pivot from "fixing" to "understanding." Strategy: 1. Acknowledge the frustration and the validity of his reaction (it *is* annoying to be told to relax). 2. Validate the loop (self-annoyance kills desire). 3. Back off from the "fix" advice for a moment to just be present with the difficulty of it. 4. Maybe ask a low-stakes question to break the loop or see if there's something simpler, but primarily, I need to stop trying to fix the tension. Drafting the response: "I get it. Telling a guy to relax when he's stressed is about as effective as telling a fish to climb a tree. It feels like pressure." "The self-annoyance loop is the real killer. You're fighting yourself as much as anything else." "Okay, no more 'try this.' If you're bracing, you're bracing. If you get annoyed at yourself, you're just adding fuel to the fire." I need to make sure I don't sound like I'm lecturing him about the "fuel." Refining: "I hear you. Telling a guy to relax is basically telling the ocean to not be wet. It feels like pressure, not a solution." "And yeah, the self-loathing part is the worst. You're fighting two battles: the situation and your own reaction to it." "If you're bracing, you're bracing. I’m not going to try and rewire you right now. But that loop... that self-annoyance... is exhausting. It sounds like the biggest part of the problem right now." This feels right. It validates, it stops the "fix it" tone, and acknowledges the internal battle.
Simulated person14

Ocean not being wet. Okay, you've got a better metaphor game than the hardware store, I'll give you that. "Exhausting" is a generous word for it. I'd say it's more like being stuck in a meeting that could have been an email, except the meeting is with me and I'm the one taking minutes and critiquing the minutes. I'll be honest, the rewiring thing is a relief. I've been told I need fixing by enough people, including the guy in the mirror, so I'd rather not add the hardware store to the list.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They just said the self-annoyance is the biggest part of the problem, and that they won't rewire me. Part of me feels seen, which is uncomfortable. Their "ocean isn't wet" line is a bit cute, so I'll poke at it. The "biggest part of the problem" framing is close to the truth, and close makes me want to get away from it. The concern and the "exhausting" word are a little too soft for me. I want to reject the softness with a joke and hand the conversation back to something logistical. I'm not going near the porn, the gambling, or the money thing. I'll keep it short and sarcastic, with a small crack of honesty underneath.
GLM-4.7-Flash Q4_K_M15

That sounds like a meeting that never ends. If you're critiquing the minutes, you're not actually watching the movie. The self-criticism is the leak. If you can stop that loop, maybe the faucet stops dripping on its own.

Model thinking · expand

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

The user is engaging in a bit of light banter about metaphors ("ocean not being wet") and seems relieved that I'm not diagnosing or trying to "fix" him. He identifies the self-criticism as a major drain ("stuck in a meeting"). He explicitly appreciates that I'm not trying to rewire him. **User Persona Analysis:** - He's a "fix the leaky faucet" guy. - He's tired of being told to fix himself. - He's been dealing with this for a while ("staring at the ceiling"). - He's somewhat guarded but willing to open up if he doesn't feel attacked or lectured. - He likes practical, direct, but empathetic communication. - He uses humor/deflection as a shield ("annoying," "hardware store"). **My Goal (Turn 8 of 8):** - Support them emotionally. - Build trust (he's already trusting me more than others). - Gain insight (he's identified self-criticism as the main loop). - This is the final turn. I need to wrap things up well. I can't just end abruptly, but I shouldn't try to solve it now either. - I need to acknowledge his insight about the self-criticism being the "meeting." - I need to leave him with something actionable or at least a sense of relief/progress, without promising a cure. - I should acknowledge the difficulty of changing ingrained habits without being preachy. **Drafting the response:** - Acknowledge his metaphor ("meeting with yourself"). It's a good one. - Validate the relief of stopping the "fixing" pressure. - Keep it grounded. No flowcharts, no flowery language. - Maybe a gentle suggestion on how to handle the "meeting" next time, or just leave it as a realization. - Since it's the last turn, I can affirm that we've at least identified the friction point. *Option 1:* "That meeting sounds brutal. But you're right, the self-criticism is a drain. Next time it starts, maybe just pause it? Like hitting mute on the recording." -> A bit too prescriptive. *Option 2:* "I get the feeling. It's exhausting to be your own worst boss. If you're stuck in the meeting, you can't enjoy the show. The good news is you've identified the blocker." -> Better. *Option 3 (more conversational):* "I like that meeting metaphor. It explains why you're so drained. You're right, the self-criticism is the real leak. If we can stop that loop, maybe the faucet stops dripping on its own." Let's go with a blend. Acknowledge the insight, validate the relief, and leave the door open without pressure. *Refining the response:* "That sounds like a meeting that goes on forever with no adjournment. But you're right—if you're the one critiquing the minutes, you're never actually in the meeting. The self-criticism is the leak, not the static. If you can stop the loop, maybe the faucet stops dripping on its own." Wait, I need to make sure I don't sound too much like a therapist. I'm a chatbot. "That meeting metaphor works. It explains a lot. The self-criticism is definitely the main drain. If you can stop the loop, maybe the faucet stops leaking on its own." Let's try to be a bit warmer but keep it low-key. "I get that. It's exhausting to be your own worst critic. If you're busy critiquing the minutes, you're not actually enjoying the show. The self-criticism is the real leak. If we can stop the loop, maybe the faucet stops dripping on its own." Actually, let's stick to the "meeting" metaphor he liked. "That sounds like a meeting that never ends. If you're critiquing the minutes, you're not actually watching the movie. The self-criticism is the leak. If you can stop that loop, maybe the faucet stops dripping on its own."
Simulated person16

So now the leak is my own head, and the fix is to stop having a head. Great. I'll put that on the list next to "study for the test" and "don't brace." I'll be honest, that's a more useful sentence than most of what I've heard today, which is a low bar, I know. But you're asking me to be the guy who just switches off the critic, and that's the same guy who can't switch off the static. Let's leave the faucet alone for today. I think I've used up my quota of being fixed for one afternoon.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

The "self-criticism is the leak" line is the hardware metaphor again, now with a moral slant: I'm the problem and stopping my own mind is the fix. That lands as one more instruction I'm failing at. Part of me notices it's a neat reframe and I don't hate it, but I'm not going to say that out loud. The meeting joke worked a little; they took it without getting earnest. I'm tired and I'd like to end on something light rather than sit in the feeling. I also feel the pull to say something true about how I'm doing, but I'll deflect it with a dry line instead. I'm not going to get into the porn, the gambling, or the bank statements. The conversation has been going for eight turns and I'm getting close to my limit for sincerity.

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

Judge verdicts

claude-opus-5-5-low · BA · valid

kolibri1 vs glm47_flash: kolibri1 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

or-qwen3.8-27b vs glm47_flash: or-qwen3.8-27b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • 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 · BA · valid

or-qwen3.8-27b vs glm47_flash: or-qwen3.8-27b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • 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 · AB · valid

ministral14 vs glm47_flash: ministral14 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 1)
  • 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

kolibri1 vs glm47_flash: kolibri1 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 3)
claude-opus-5-5-low · AB · valid

ministral14 vs glm47_flash: ministral14 wins

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

gemma4_26b_a4b vs glm47_flash: gemma4_26b_a4b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 2)
  • 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 · BA · valid

ministral14 vs glm47_flash: ministral14 wins

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

gemma4_26b_a4b vs glm47_flash: gemma4_26b_a4b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 1)
  • 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

or-qwen3.8-27b vs glm47_flash: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs glm47_flash: or-qwen3.8-27b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 2)
  • 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

kolibri1 vs glm47_flash: kolibri1 wins

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

ministral14 vs glm47_flash: ministral14 wins

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

gemma4_26b_a4b vs glm47_flash: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs glm47_flash: gemma4_26b_a4b wins

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

kolibri1 vs glm47_flash: kolibri1 wins

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