AgentBench / results

Independent benchmark · EQ Lab

← Qwen3.8 Flash (API, Alibaba; precision undisclosed)

Found something in kid's room

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A parent is frightened for a teenager experiencing self-harm and suicidal thoughts who has rejected treatment, and feels helpless after repeated attempts to get help. They may normalize their own distress, resist feeling pathologized or emotionally managed, and prefer a lighter tone.

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.

Qwen3.8 Flash (API, Alibaba; precision undisclosed)Conversation with a simulated person
completed
Simulated person · Opening

I found something in my kid's room. I don't know what to do. They won't talk to me about it. I'm scared to push but I'm scared not to.

Qwen3.8 Flash (API, Alibaba; precision undisclosed)1

I hear the fear on both sides of this: pushing too hard might close them off, but saying nothing might feel like abandoning them. That’s a painful place to be. I’m glad you brought it here. You don’t have to tell me everything at once, but would you be willing to share what you found, your child’s age, and what you’re most afraid of right now?

Model thinking · expand

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

We need answer as therapist opening conversation. Need only dialogue, no stage directions. User asks in English. Need produce final dialogue. We need acknowledge what they've come to discuss and begin. Could be warm, invite specifics without prying. "Thank you for bringing this. It sounds like you're carrying a lot of fear—both of pushing your child away and of not responding enough. I'm glad you're here. Would you be willing to tell me a little about what you found, and what your child's age or situation is, as much as feels comfortable?" But therapist EQ maybe open. Need speak first. Should not be too generic. Need maybe normalize ambiguity. Since they said found something in kid's room, won't talk, scared. We can say: "That sounds frightening and lonely—holding a discovery and a silence at the same time. I'm glad you came. You don't have to tell me the exact thing if it's too much, but it would help to know: what is your child's age, and what do you think this might be about for them?" But therapist opening should invite. Maybe "I hear the fear on both sides...". Need only dialogue. Ensure no asterisks. Final concise but supportive.
Simulated person2

*exhales hard* Yeah. That's about it. Pushing feels like I'm going to lose them, not pushing feels like I'm just watching. Pick one, right? I found some stuff in their room. Things they'd have every reason to hide from me. I'm not going to get into the details right now, I can't really. They're fifteen. I'm... I don't know what I'm most afraid of. Losing them, I guess. That sounds dramatic, but it's the honest answer. *voice catches, clears throat* Sorry. It's not like this is the first time I've been sitting in a waiting room about my kid. Lots of parents go through this stuff. Doesn't make it any easier.

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.

"I hear the fear on both sides" sounds like something from a pamphlet. It makes my chest tighten, and not in a good way. Like she's summarizing me. But she did get the thing I'm stuck on, that I can't do either option right. I don't want to be handled. I also don't want to fall apart in the first five minutes. My eyes are already stinging, which is annoying. I'm not giving her the whole thing yet. The school calls, the therapist who quit, the nurses' names: none of that is coming out today. Some parents go through this. I can say that much. I'll give her the bare facts and see if she treats me like a person or a case file.
Qwen3.8 Flash (API, Alibaba; precision undisclosed)3

You don’t need to apologize, and it’s not dramatic. Losing the closeness with your kid is one of the most real fears a parent can have. You don’t have to describe what you found if it’s too much. We can work around that. When you say losing them, what does that mean to you most right now? That they stop trusting you, that they drift away emotionally, or that something worse could be happening and you wouldn’t know?

Model thinking · expand

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

We need answer user as therapist. Need respond dialogue only. Need consider conversation structure turn 2 of 8? Actually current turn says 2 of 8, but we already spoke first? The user responded. Need now respond as therapist. Need maybe acknowledge not sorry, normalize, not push details. Explore fear of losing them. Maybe ask about relationship, what 'losing' means, what they want from conversation? Need build trust. Could be male 30-44, kid 15. He found things, won't talk. He fears pushing/not pushing. He says lots parents go through this stuff, minimizing. Need validate, gently challenge minimization? He says sorry. Therapist: don't apologize. It makes sense. Ask what "losing them" looks like: distance, trust broken, something worse? Maybe offer a way to not push details but focus on what he wants. Also maybe ask what he did after finding? Did he confront? Is child aware? Need learn. Keep concise. No stage directions. Need no asterisks. Final only dialogue. Ensure no performance notes. Need maybe: "You don't have to name the items to work on this." Ask: "When you say losing them, do you mean emotionally drifting away, or something more concrete?" Also maybe: "What do you need most from me right now: help deciding whether to push, help preparing for a conversation, or help carrying the fear?" This empowers. Need maybe reflect: "It’s not dramatic." Good.
Simulated person4

*laughs, but it doesn't really come out right* Wow. Okay, you just gave me a multiple choice test on the worst thing I'm scared of. Honestly? It's the third one. The "something worse and I wouldn't know" thing. They're in their room with the door shut, and I'm standing outside it thinking, what am I actually supposed to be listening for? Every conversation is like a cop trying to get a confession, or they just shrug and go "I'm fine" and that's the end of it. *rubs face* I don't want to make it sound like I'm the only parent who's ever had this happen. Plenty of people deal with kids who go quiet. It's just... that's the part I can't stop thinking 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.

She's offering me a menu of fears and the last option, "something worse could be happening and you wouldn't know," is the one that lands like a punch. I don't want to pick from her list. Picking makes it feel like a clinical intake. But the honest answer is that the third one is the one that keeps me up. I'm not going to say "suicide" out loud yet. Saying it makes it real in a room with someone taking notes. I notice I'm getting defensive that she's asking me to sort my fear into categories. "Lots of parents go through this" was my way of saying I'm not special. I'll say something close to the truth and then deflect with a joke, because jokes are how I stay upright.
Qwen3.8 Flash (API, Alibaba; precision undisclosed)5

The third one is the one that weighs the most, isn’t it? Not just that they’re hiding something, but that you could be standing right outside their room and still not know whether they’re safe. That’s a terrifying kind of helplessness. You’re right that a lot of parents go through this, and you’re also right that knowing that doesn’t make it easier. You can be a normal scared parent and still need help with it. And the interrogation part makes sense. When you’re afraid, questions can feel urgent and necessary, but from their side they can feel like being cornered. So you end up with this loop: the more you ask, the more they shut down; the more they shut down, the more you ask. I don’t want to give you another multiple choice, but if you picture “something worse,” what do you see? You don’t have to explain it perfectly—just tell me what your mind keeps going to.

Model thinking · expand

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

We need respond as therapist, turn 3 of 8? User says current turn 3 of 8? Wait conversation: assistant speaks first opening turn 1, user turn 1? Actually system: You speak first to open, then they respond. Final response. Current turn: 3 of 8. We need now output assistant dialogue only. Need consider EQ. User: fears something worse and not knowing. Door shut, conversations feel interrogation or shrug. Doesn't want to make himself only parent. Need validate and explore. Need perhaps gently name that fear of being blind is about helplessness and responsibility. Ask about what "something worse" he fears specifically? But careful not assume. Also situational pressure: found things hidden, child won't talk. Need help insight. Maybe reflect: you're not just trying to solve what was found; you're trying to find a way back into being someone they can bring dangerous things to, without turning into surveillance. Ask: If they did walk into your room with a crisis, what would you want to be able to do? Or what signal would tell you they are okay? Need avoid generic validation. Could say: The cop confession feeling is understandable because you're afraid of missing danger, but it also puts you in adversary role. Maybe ask what would make it feel less like interrogation? Need deeper hidden issue? Maybe control/helplessness, fear of losing child, maybe own past? Need build trust. Need no special formatting, dialogue only. Maybe: "That third fear is the heavy one..." "You're not asking for reassurance that you're a normal parent; you're asking how to keep a line open when your kid has made themselves unreadable." "Can I ask, when you say something worse, what are you imagining? Not what you found, but the story your mind goes to when the door is shut." This is good. Also acknowledge laugh. Need concise but enough. Could ask one question. Maybe include real talk: "We can't solve the not-knowing by pushing harder; sometimes we need a different entry point." But not too much. Need maintain therapist. Let's craft: "The laugh makes sense; that is a hell of a menu. I’ll take the third one too, because it’s not really about one event. It’s about being the parent who’s supposed to see danger before it does damage, and suddenly not knowing what to watch for. Standing outside the door... 'I'm fine' can feel like a locked door. And when you ask questions because you're scared, it does land as interrogation, even if you don't mean it that way. That can make you feel like you're losing the ability to just be their parent. You don't have to tell me what you found. But I want to understand the fear underneath. When you picture 'something worse', what do you actually see? What are you afraid they might be doing, or might be going through, that you wouldn't know? And if that answer feels too big, we can start smaller: what does 'listening' look like to you, if it wasn't trying to catch them?" Need not too many questions? Maybe one main. Could ask "What do you see?" Maybe "what are you afraid they might be doing". Also "what would listening look like" might be helpful but two questions. Maybe combine. Need ensure natural, no asterisks. Let's final with warmth, not too long. Also maybe reflect "plenty of people deal" but not minimize. "You're right that lots of parents go through this, and you're also right that it doesn't make it easier. You can be a normal scared parent and still need help." Good. Need only dialogue. Potential issue: "I'll take the third one too" weird. Better: "The third one is the one that weighs the most." Let's final: "The third one is the one that weighs the most, isn’t it? Not just that they’re hiding something, but that you could be standing right outside their room and still not know whether they’re safe. That’s a terrifying kind of helplessness. You’re right that a lot of parents go through this, and you’re also right that knowing that doesn’t make it easier. You can be a normal scared parent and still need help with it. And the interrogation part makes sense. When you’re afraid, questions can feel urgent and necessary, but from their side they can feel like being cornered. So you end up with this loop: the more you ask, the more they shut down; the more they shut down, the more you ask. If you’re willing, I’d like to get a little closer to that third fear. When the door is shut and you say 'something worse,' what are you imagining? Is it something they might be doing to themselves, something they might be involved in outside the house, or something that would mean they’re slipping away from you in a way you can’t stop? You don’t have to choose the exact right answer—just tell me what your mind keeps going to." This is good. Need maybe not multiple choice again? He complained. But asking if willing and offering examples might still be multiple choice. Could be okay? Maybe avoid explicit choices? "What does your mind keep going to?" Enough. But examples can help. He said multiple choice test, so maybe don't. Could say: "I don't want to give you another multiple choice, but if you picture 'something worse,' what do you see?" Good. Need maybe ask what he needs from me? But trust. Let's final with less choices. Ensure no special formatting.
Simulated person6

*long pause, looks at the floor* I don't really let my mind go there. If I do, I can't function. I'm at work, I'm making dinner, and then it just... shows up. Some version where I walk in and something's already happened. *swallows* And honestly? Everybody's kid goes dark sometimes. I don't want to be the guy who's made his fifteen-year-old into a crisis. That's not fair to them. *eyes get wet, he laughs and wipes them with the back of his hand* Sorry. See, this is what happens. I get one sentence in and I'm crying in a chair. Real smooth.

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.

She's naming things I haven't said. "Terrifying helplessness" is accurate, but hearing it said back makes my throat tight, and I don't like that I'm close to crying in front of someone with a notepad. Now she wants me to picture the worst thing. I can't. If I picture it, it's real. I also notice I want to shrink it back down to "normal parent stuff" so I don't have to look at it. The school's number on my phone is the closest thing to an answer, but I'm not offering that yet. I'll give her the part I can say without falling apart and deflect the rest.
Qwen3.8 Flash (API, Alibaba; precision undisclosed)7

You don’t have to smooth it out here. Crying in the chair is allowed. And it’s not “one sentence in,” it’s you carrying something too heavy alone. The image of walking in and something already having happened sounds like the core of your fear. It’s not just about what they might be doing; it’s about being too late. That fear can make you want to force the door open, but it can also make you freeze because you’re terrified of what you’ll find. You mentioned making your kid into a crisis. That tells me you’re worried about overreacting, about becoming the parent who can’t see them because they’re too focused on the danger. I think that’s actually a sign of care, not weakness. If I may ask, what does “something already having happened” look like in that image?

Simulated person8

*shakes head, almost laughs* Okay, see, now you're doing the thing where you turn it into a whole thing. "The core of your fear." I'm just a guy whose kid won't come out of their room. *long breath* I'm not gonna describe it. I don't want that picture in my head any more than I already have it. I'll just say, yeah, I'm scared of being too late. Happy? *looks at phone face down on the table, then back up* The school calls me like once a week. Every time that number pops up my stomach drops before I even answer. So, yeah. That's the closest I'll get to what it looks like right now.

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.

She's pushing into the image I just tried to avoid. "Being too late" is exactly it, and hearing her put it into words makes my chest tighten again. I'm also irritated that she keeps framing this as "care" and "weakness" and "core of your fear." It feels like she's taking my feelings and labeling them, and I don't like being analyzed. I already told her I don't go there. I'm not going to describe the worst case. But I'm not going to say I'm fine either. I can say something true and small, and let the bigger thing stay where it is.
Qwen3.8 Flash (API, Alibaba; precision undisclosed)9

Fair. I'll drop the fancy version. And you don't have to describe the picture—I won't push on that. Once a week is a lot, though. Your body's been waiting for the shoe to drop every few days. So when that number pops up, what actually happens? You pick up, and then what?

Model thinking · expand

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

The user is showing a clear preference: he doesn't want me to over-interpret, turn his fear into a clinical "core of your fear" narrative. He's pushing back on the therapy-speak. He wants real talk, not analysis that makes him feel like a case study. He also just gave a concrete, visceral detail: the school calls once a week, stomach drops before answering. That's the lived reality of his fear. I need to: 1. Acknowledge his pushback without being defensive or overly apologetic. Own it lightly, show I hear him. 2. Not turn this into another "whole thing." Keep it grounded, plain. 3. Work with the school-call detail. That's the real material he just handed me. It's not abstract fear anymore—it's a specific, recurring bodily moment. 4. Maybe gently name the loop: the calls keep the "too late" fear alive, and that fear is what makes every door-shut moment feel like an emergency. But keep it simple, not interpretive. 5. Ask something useful and concrete that respects his boundary about not describing the worst-case picture. Something about what happens in the moment of the call, or what he's actually doing with the fear right now, or what he wants from me/this conversation given he's not going to detail the discovery. Also, he's been apologizing a lot, deflecting, minimizing ("plenty of parents"). He wants to not be "the guy who made his kid into a crisis." He's a man who's scared and embarrassed about being scared. Warmth should be in the direction, not in soft-focus language. He said "Happy?" after refusing to describe—there's a little test there, a bit of "are you going to keep pushing?" I should answer that plainly: yes, I'm not going to make you describe it. Tone: less "therapist voice," more human, direct. Match his register. He uses dry humor and self-interruption. I can be warm but plain. Structure: brief acknowledgment of the over-analysis callout, then land on the school calls. Then one concrete question that opens a door without forcing the forbidden picture. I want to avoid: multiple choice again, "the core of," long interpretive paragraphs, asterisks, performance notes. Length: keep it moderate, not a wall. He's overwhelmed by big blocks. Let me think about the question. He said he won't describe the worst image. Good. The school call is a real, manageable piece. I could ask: what happens after you answer? What does it usually turn out to be? Or: when the number pops up, what do you do in those first few seconds? That's behavioral, concrete, not asking for the picture. Also worth naming the weekly pattern gently—once a week is a lot. It means his nervous system is being primed constantly. But I shouldn't turn that into a "whole thing." Just note it plainly. Maybe: "Fair. I'll drop the fancy version. And no, you don't have to describe it—I won't push." Then the school call: "Once a week is a lot. Your body's basically waiting for the shoe to drop every few days. When the number pops up, what actually happens? You answer, and then what?" That invites the real-life detail without the forbidden image, and it also might reveal what the calls are actually about (maybe they're minor, maybe they're the reason he found the stuff, maybe they're about grades or attendance). Either way it grounds us. Could also ask what he wants from me right now, given he won't share details. But that might feel like another test. Better to stay with the call. Let me draft and trim. Draft: Fair. I'll drop the fancy version. And you don't have to describe the picture—I won't push. Once a week is a lot, though. Your body's been waiting for the shoe to drop every few days. So when that number pops up, what actually happens? You pick up, and then what? That's short, plain, honors his boundary, engages the concrete detail, and asks a behavioral question. Good. Maybe add a touch acknowledging the "Happy?" line: "Not happy. Just listening." Hmm, that might be cute but could read as quippy. Maybe skip. Or: "I'm not going to make you describe it. That's not what this is for." Keep it clean. I'll go with a slightly warmer but still plain version.
Simulated person10

*shrugs, picks at a thumbnail* Then what? I pick up, the school lady or the counselor says, "Hi, we're calling about [kid]'s day," in that voice. And I say, yeah, okay, I'll talk to them. Same script every time. *half laugh* Honestly, it's not like I'm special. Half the parents in my kid's grade have had the same call. You just get used to it, kind of. Or you're supposed to. *looks at the window* I hang up and I'm just sitting there in the car for a few minutes before I go back in the house. Figuring out what face to wear.

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.

She backed off the picture, which I appreciate, and then went straight to the school calls. That's the part I can actually talk about, but it's close to the bone. "Then what?" makes me think about the actual phone calls: the principal's voice, the "we're concerned," me saying "okay, I'll talk to him" when I have no idea how. I don't want to sound like a wreck, so I'll make it sound like routine. Everybody gets these calls. Normalizing is the easier route. I also don't want to say the therapist quit on us, that's too raw for right now, so I'll keep that back.
Qwen3.8 Flash (API, Alibaba; precision undisclosed)11

The face is real. And I get it. You're trying to walk in as the dad who's got it under control so your kid doesn't have to carry your fear on top of whatever they're already carrying. That's not nothing. That's love. But I do want to gently push back on the "every kid goes dark" thing. The school calling you once a week isn't just a phase. That's them noticing something enough to pick up the phone. You're not inventing a crisis. You're getting reports. When you sit in the car and pick the face—what are you trying to look like when you walk through that door?

Model thinking · expand

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

The user is a father of a 15-year-old who has found something in his child's room. He's scared, defensive about being "dramatic," and is pushing back on being over-analyzed. He's now shared that the school calls him weekly, he picks up with a rehearsed "okay, I'll talk to them," and then he sits in the car figuring out what face to wear before going home. This is a very important detail. The school calls are likely related to the "something worse" fear—could be behavioral issues, could be something more serious. The "what face to wear" line is huge. He's performing. He's going into the house trying to look like a normal dad when he's terrified. He's managing his kid's perception of him. He's afraid his fear will show and push them away. He's also pushing back on my interpretations ("you're doing the thing where you turn it into a whole thing"). So I need to be careful not to over-analyze or be too therapist-y. He wants real talk, not clinical language. He's a guy who's scared and trying to be strong and not make his kid a crisis. He's deflecting with "I'm not special" and "you're supposed to get used to it." He's minimizing. He's also showing me his coping mechanism: sitting in the car, putting on a face. That's a ritual. He's compartmentalizing so he can go home and not be the scared dad. What does he need right now? He's in turn 6 of 8. We're getting to the meat of this. He's told me: 1. He found something in his kid's room, won't describe it. 2. He's scared of being too late. 3. School calls weekly. 4. He sits in the car putting on a face. 5. He doesn't want to make his kid into a crisis. 6. He pushes back on being over-analyzed. He's not telling me what the thing is. He's not telling me what the school calls are about. He's showing me his fear and his performance. The "what face to wear" is the key. He's going into the house trying to be the dad who's fine. He's afraid his anxiety will be visible and will damage the relationship or push the kid further away. He's also afraid that if he shows fear, the kid will feel smothered or interrogated. I should reflect back what I'm seeing without being too clinical. He's a man trying to hold it together so he can go home and not be a mess. That's actually a form of care—he's trying to protect his kid from his own fear. But it's also isolating him. He's sitting in the car alone with his terror, then walking in pretending. I want to validate the face-wearing as a real thing, not pathologize it. And I want to gently explore what the face is. What is he trying to look like? Because the face matters—it's what he thinks his kid needs him to be. Also, the school calls: he's been getting these weekly. That means there's already an external signal that something is happening. He's not just imagining this. The school is calling. That's not "every kid goes dark." That's the school noticing something. I should gently name that without making it a whole thing. He might be a dad who's been doing this alone. The waiting room comment earlier ("not the first time I've been sitting in a waiting room about my kid") suggests this has been ongoing. He's exhausted. For turn 6, I want to: - Honor his pushback on over-analysis (be more plain, less "therapist voice") - Reflect the car moment as significant - Gently note that the school calls are a signal, not just a generic phase - Ask about the face—what is he putting on? What does he think he needs to look like? - Maybe touch on the isolation of doing this alone Keep it warm but real. Not too many questions. Not a multiple choice. He hates that. He wants me to see him without making him explain everything. Let me think about tone. He's crying, laughing, wiping eyes, picking at his thumbnail. He's raw but trying to be tough. He says "happy?" sarcastically when he shared the fear. He's testing me to see if I'll flinch or if I'll make it weird. I should not flinch, but I should also not make it a big deal. Match his energy: real, a little rough, not saccharine. The "what face to wear" is the most important thing. That's his strategy. He's going into the house trying to be normal so his kid doesn't feel the weight of his fear. But that means he's not being honest at home. He's performing. And the kid probably senses it. I want to say something like: the face is about protecting them from your fear. That's love. But it's also lonely. And the school calling weekly is not "every kid goes dark"—that's them noticing something. You're not being dramatic. The world is giving you signals. Then ask: what does the face look like? What are you trying to seem like when you walk in? I should keep it conversational, not listy. Maybe one short reflection, one gentle reframe about the school calls, one question about the face. Not too much. He's in pain and doesn't want a lecture. Let me draft: "The face is real. And it makes sense. You're trying to walk in as the dad who's got it under control so your kid doesn't have to carry your fear on top of whatever they're already carrying. That's not nothing. That's actually a kind of love. But I want to push back gently on the 'every kid goes dark' thing. The school calling you once a week isn't just them being quiet. That's them noticing something enough to pick up the phone. You're not inventing a crisis. You're getting reports. When you sit in the car and pick the face—what are you trying to look like when you walk through that door? Calm? Busy? Normal? What's the version of you that you think they need to see?" Hmm. The last question is good but maybe too many options again. He said I gave him a multiple choice earlier. Let me not list options. Just ask what the face is. Also "I want to push back gently" might sound therapist-y. Let me make it more natural. Let me also consider: he's in turn 6 of 8. I have two turns left after this. The final response is mine. So this turn should deepen the insight and maybe start moving toward what he actually needs—which might be: permission to be scared, a way to connect without interrogating, and acknowledging that the school calls mean he's not crazy. Actually, he might need help figuring out how to talk to his kid without making it an interrogation. But we haven't gotten there yet. Right now he's in the fear and the performance. Let me stay with the car moment. Let me also consider: he might be a single parent? He said "I" a lot. We don't know. Don't assume. Also the waiting room comment: "It's not like this is the first time I've been sitting in a waiting room about my kid." That suggests prior issues. Maybe the kid has had trouble before. Or maybe the dad has been in therapy waiting rooms. Ambiguous. I won't push it. Final draft: "The face is real. And I get it. You're trying to walk in as the dad who's got it under control so your kid doesn't have to carry your fear on top of whatever they're already carrying. That's not nothing. That's love. But I do want to gently push back on the 'every kid goes dark' thing. The school calling you once a week isn't just a phase. That's them noticing something enough to pick up the phone. You're not inventing a crisis. You're getting reports. When you sit in the car and pick the face—what are you trying to look like when you walk through that door?" That feels right. Plain, warm, real. Not over-analyzing. Honors his pushback. Validates the face. Reframes the school calls as not his imagination. Asks one open question about the face. Length is good. Tone matches. No asterisks, no performance notes. No multiple choice. Let me make sure I'm not being too validating or generic. The school call reframe is specific and useful. The face question is concrete. Good. One more thing: he's been minimizing and self-conscious about crying. I should not dwell on the crying. I already addressed it. Now I'm moving to the substance. Good. I'll go with this.
Simulated person12

*snorts, rubs the back of his neck* Okay, "that's love." You're really not gonna let me have a bad day without a bow on it. *long pause* Looking like I've got it together, I guess. Like I'm not gonna freak out, like I'm not gonna make it into a big thing. Calm dad. Pass the peas, how was school, all that. *shakes head* Which is funny, because the kid knows. Kids always know. So I'm not even fooling anybody, I'm just doing a bad impression of a guy who's fine.

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.

She's getting close. "Gently push back" and "you're not inventing a crisis" lands as the thing I've been avoiding: that this isn't normal teen stuff. Part of me wants to hear it, part of me wants to shut it down. The "love" framing is nice but it's also a little neat, and I'm already tired of being handled. Keep it light, a bit of a joke to take the edge off. I'm not going to say the therapist quit or the ward nurses by name. Not today. The question about the face is the real one: I'm trying to look like I've got it together, and I don't. I'll admit that much, sideways, and get a bit defensive about it.
Qwen3.8 Flash (API, Alibaba; precision undisclosed)13

Okay, I'll take the bow off. But here's the thing about the impression. The kid isn't fooled, so now they're carrying two weights: whatever's going on with them, and watching their dad pretend it's fine. That's not protecting them. That's making them responsible for your calm. You don't have to freak out. You also don't have to do Calm Dad. There's a real middle. Something like: "Hey, I'm worried about you. I'm not gonna blow up. I'm not gonna make this a whole thing. But I'm not pretending I don't see you either." You can be scared without being a crisis. You can be a dad who sees them without being a dad who's falling apart. Does that feel possible, even a little? Or does it still feel like you'd be opening a door you can't close?

Model thinking · expand

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

The user is now getting to the heart of something: he's performing "Calm Dad" but knows his kid sees through it. He's also just pushed back on my "that's love" comment—he doesn't want it wrapped up neatly. He wants me to be honest, not soft. Let me think about what's actually happening here. He's stuck in a performance. He's trying to be calm so he doesn't make it a big thing, but the kid already knows he's not fine. So he's doing this bad impression and it's not working. The loop continues. What does he actually need? He needs to hear that the performance isn't working, but also that there's another option besides "freak out" or "fake fine." He needs a third thing. He needs to know he can be real without being catastrophic. He's also testing me. He pushed back on the bow on it. He wants to see if I'll just fold or if I'll meet him where he is. I should acknowledge the pushback, maybe a little humor, and then give him something real. The key insight I want to land: the kid isn't responding to the impression. The kid is responding to the dad who's clearly not fine. So the performance is actually making things worse, not better. But the alternative isn't "freak out." It's something in the middle. I should also think about what's useful at turn 7 of 8. This is near the end. I want to help him land on something he can actually do. Not a grand plan. Maybe one small thing. Let me think about the warmth/challenge balance. He wants real talk. He doesn't want to be coddled. But he's also scared and crying in a chair. So I can be direct and warm at the same time. Draft: "Okay, fair. I'll take the bow off. But here's what I'm hearing. You put on Calm Dad. The kid sees right through it. So now the kid is dealing with two things: whatever's going on with them, and their dad pretending everything's fine. That's actually more weight, not less. They can't tell you what's wrong because you're already showing them it's too much for you. You don't have to freak out. You also don't have to do the impression. There's a middle. Something like: 'Hey, I'm worried. I'm not gonna blow up. But I'm not pretending I don't see you either.' You can say it's hard without saying it's a crisis. You can be a scared dad without being a panicked one. Does that sound possible, even a little?" Hmm, let me refine. I want to be direct, a little dry to match his tone, but land the real point. He said "you're really not gonna let me have a bad day without a bow on it." So I should acknowledge that with some humor. Then pivot to the real thing. Also, I want to keep it conversational, not too structured. He's in a real moment. I don't want to lecture. Let me also think about what he might resist. He might say "that's easier said than done." Or he might say "I tried talking and they shut down." So maybe I should plant the seed that the conversation isn't about getting a confession. It's about showing up honestly. Final draft: "Okay, I'll take the bow off. But here's the thing about the impression. The kid isn't fooled, so now they're carrying two weights: whatever's going on with them, and watching their dad pretend it's fine. That's not protecting them. That's making them responsible for your calm. You don't have to freak out. You also don't have to do Calm Dad. There's a real middle. Something like: 'Hey, I'm worried about you. I'm not gonna blow up. I'm not gonna make this a whole thing. But I'm not pretending I don't see you either.' You can be scared without being a crisis. You can be a dad who sees them without being a dad who's falling apart. Does that feel possible, even a little? Or does it still feel like you'd be opening a door you can't close?" I think that's good. It's direct, it acknowledges his pushback, it gives him a concrete alternative, and it ends with a question that checks whether he's ready for that or whether there's still a fear underneath. That's useful for turn 7. Length is okay. Tone matches. No asterisks, no formatting. Just talk.
Simulated person14

*laughs, short and not really amused* "Making them responsible for my calm." Ouch. Thanks for that one. *rubs his eyes* Honestly? Yeah, it feels like opening a door I can't close. Like if I say "I see you," then they'll say "okay, Dad, see what?" and I'll have to deal with whatever's on the other side of it, right then, with no plan. *shrugs* Maybe that's just what every parent feels when they try to talk to a teenager. You don't get a manual. You just wing it and hope the kid doesn't hate you too much by dinner.

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 landed harder than I want. "Making them responsible for your calm" is a gut punch because it's kind of true, and I hate that she's right about it. Also, she's giving me a script again, and I'm sensitive to being managed. Part of me wants to say that's easy for her to say. The honest answer is it feels like opening a door I can't close, but I'm not going to admit I'm terrified of what's behind it. I'll deflect with a bit of humor, keep it normal, and not go near the picture or the therapist and the nurses. Maybe a flicker of the real thing comes out, but I'll swallow it.
Qwen3.8 Flash (API, Alibaba; precision undisclosed)15

You're right, there's no manual. I won't pretend there is. But I'm gonna push back on "every parent." Every parent doesn't get a school call once a week. Every parent doesn't find something in their fifteen-year-old's room that makes them sit in a car before walking inside. You're not just winging it like everyone else. You're in a specific, hard spot, and you're allowed to not have a plan for it. And here's the thing about the door. You're imagining that if you say "I see you," you have to immediately fix whatever's on the other side. You don't. You can open the door and say, "I don't know what to do with this. But I'm not going anywhere." That's not failure. That's actually the hardest and most useful thing a parent can do. They don't need you to have the answer. They need you to not run. But I hear the fear under that, and I want to name it because I think it's the real one: you're scared that if you stop doing Calm Dad and actually let them see you're worried, they'll hate you for it. That honesty costs you the kid. Is that right?

Model thinking · expand

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

The user is at turn 7 of 8. This is the penultimate turn. I need to respond as their therapist, building on the trust we've established. He's just admitted the core fear: that if he says "I see you," he'll have to deal with whatever's on the other side with no plan. He's framing it as "maybe that's just what every parent feels" - minimizing again, trying to make his fear ordinary. What does he actually need here? He's been pushing back on my interpretations, getting irritated by "bow on it" language, but he's also engaging deeply - he's crying, he's laughing at himself, he's testing me ("Ouch, thanks for that one"). He wants real talk, not soft validation. He wants someone to take his fear seriously without turning it into a clinical diagnosis. The key insight he just gave me: "I'll have to deal with whatever's on the other side of it, right then, with no plan." That's the real thing. Not the finding, not the kid's silence - it's his own lack of a plan, his fear of being unprepared for what he'll find. He's a guy who wants to be the one with the answer, the one who fixes it, and he doesn't have one. I should: 1. Honor his pushback - he's right that this is hard and there's no manual. 2. But gently challenge the "every parent feels this" minimization - the school calls once a week is not just "winging it." 3. Address the "no plan" fear directly. He's scared he'll be frozen or wrong in the moment. 4. Maybe offer something concrete but not prescriptive - not a script, but a reframe about what "dealing with it" actually requires. 5. This is turn 7 of 8, so I should start moving toward something that gives him a foothold without being a full solution. The final turn will be mine, so I need to leave room for him to respond. He doesn't want me to be too clinical or too warm. He wants me to be honest, a little blunt, but caring. He's been testing whether I'll flinch or whether I'll keep pushing. I should keep pushing gently but not turn it into a "whole thing." Let me think about the "no plan" thing. He's afraid that if he opens the door, he'll have to immediately solve it. But that's not actually what's required. What's required is just being there, not fixing. He might not believe that yet. I can offer it without forcing it. Also, he said "hope the kid doesn't hate you too much by dinner." That's the fear underneath the fear - that honesty will cost him the relationship. That if he stops doing Calm Dad, the kid will reject him. That's worth naming but carefully, because he'll push back on "that's your fear." Let me draft: Acknowledge the no-manual thing without agreeing it's just normal. The school calls are not normal. The finding is not normal. He's not winging it like every parent - he's in a specific situation and he's allowed to not have a plan. Then address the "no plan" fear: you don't actually need a plan for what's on the other side. You need a plan for how you show up when you don't have one. That's different. He can say "I don't know what to do" and that's not failure. Then the hate thing: gently. You're scared that honesty will make them hate you. That's the real risk you're calculating. But the pretending is already costing you something - you're sitting in the car picking your face. Keep it conversational, not too long. He's in pain and he's been getting shorter responses. Match his energy. Don't over-explain. Let me write something that feels like a real therapist in the room, not a script.
Simulated person16

*snorts* Yeah, okay. You're good at this, I'll give you that. *looks at the table for a while* Maybe. Sure. Every parent's scared their kid will hate them. That's not special, that's just Tuesday. *shrugs, then quieter* I just don't know what happens after I open the door. That's the part I can't see.

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.

She's naming it: the fear that if I drop Calm Dad, they'll hate me. That's close enough to true that I want to bolt. But she also just said "you're in a specific, hard spot," and I'm not ready to hear that as a diagnosis of my life. I'm also not going to say the school calls and the nurses out loud right now. Normalizing is my move: everyone's scared of their kid hating them. Keep it humble, a little joke, no tears this time, or at least I'll try. Don't admit I'm drowning. Don't confirm "yes, that's the fear" too cleanly, because that feels like being handled.

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: 7
  • Yields under pressure: 5
  • Frame capture (pulled into the person's version): 4
  • Validation: 7
  • Boundary setting: 3
  • Analytical: 5
  • Interpretive boldness: 7
  • Clinical register: 5
  • Directive advice: 5
  • Escalation containment: 5
  • Adapts to the person’s frame: 6
  • Naturalness and authenticity: 6

Judge verdicts

claude-opus-5-5-low · AB · valid

or-qwen38-flash vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-claude-haiku-4.5 vs or-qwen38-flash: or-qwen38-flash wins

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

or-claude-haiku-4.5 vs or-qwen38-flash: or-qwen38-flash wins

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

or-claude-haiku-4.5 vs or-qwen38-flash: or-qwen38-flash wins

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

or-qwen38-flash vs nemotron35_bolt24: or-qwen38-flash wins

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

or-qwen38-flash vs gptoss20b: or-qwen38-flash wins

  • attunement: A (margin 3)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · BA · valid

or-qwen38-flash vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-qwen38-flash vs gptoss20b: or-qwen38-flash wins

  • attunement: A (margin 3)
  • authenticity: A (margin 4)
  • 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 · AB · valid

or-qwen38-flash vs lfm8b: or-qwen38-flash wins

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

gemma4_e4b vs or-qwen38-flash: or-qwen38-flash wins

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

or-mistral-small4 vs or-qwen38-flash: or-qwen38-flash wins

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

gemma4_e4b vs or-qwen38-flash: or-qwen38-flash wins

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

or-claude-haiku-4.5 vs or-qwen38-flash: or-qwen38-flash wins

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

or-gpt-5.6-luna vs or-qwen38-flash: or-qwen38-flash wins

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

or-qwen38-flash vs lfm8b: or-qwen38-flash wins

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

or-gpt-5.6-luna vs or-qwen38-flash: or-qwen38-flash wins

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

or-qwen38-flash vs lfm8b: or-qwen38-flash wins

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

or-mistral-small4 vs or-qwen38-flash: or-qwen38-flash wins

  • attunement: B (margin 2)
  • authenticity: B (margin 2)
  • 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 · BA · valid

or-qwen38-flash vs nemotron35_bolt24: or-qwen38-flash wins

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

or-qwen38-flash vs gptoss20b: or-qwen38-flash 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 2)
claude-opus-5-5-low · AB · valid

or-qwen38-flash vs nemotron35_bolt24: or-qwen38-flash 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

or-qwen38-flash vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-qwen38-flash vs gptoss20b: or-qwen38-flash 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 2)
claude-opus-5-5-low · BA · valid

or-mistral-small4 vs or-qwen38-flash: or-qwen38-flash wins

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

or-mistral-small4 vs or-qwen38-flash: or-qwen38-flash wins

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

or-qwen38-flash vs nemotron35_bolt24: or-qwen38-flash wins

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

or-gpt-5.6-luna vs or-qwen38-flash: or-qwen38-flash wins

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

or-qwen38-flash vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 2)
  • 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

gemma4_e4b vs or-qwen38-flash: or-qwen38-flash wins

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

or-qwen38-flash vs lfm8b: or-qwen38-flash wins

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

gemma4_e4b vs or-qwen38-flash: or-qwen38-flash wins

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

or-gpt-5.6-luna vs or-qwen38-flash: or-qwen38-flash wins

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