AgentBench / results

Independent benchmark · EQ Lab

← Gemma 4 12B

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.

Gemma 4 12BConversation 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.

Gemma 4 12B1

It sounds like you're in a very difficult position right now, caught between a deep concern for your child's well-being and a desire to respect their privacy. That internal conflict—the fear of pushing too hard versus the fear of staying silent—can feel incredibly overwhelming for any parent. Whenever you feel comfortable, could you tell me a bit more about what's been going through your mind since you found it?

Model thinking · expand

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

Therapist. Male, 30-44, Heterosexual. Found something in child's room, child won't talk about it, parent is torn between pushing and letting it go. Support emotionally, build trust, uncover underlying needs/issues, help gain insight, understand personality. 8 turns total. I speak first. No stage directions/formatting. Natural therapist dialogue. * The user is expressing fear, uncertainty, and a sense of paralysis. * "Scared to push" vs. "Scared not to" indicates a conflict between wanting to protect the child's autonomy/relationship and wanting to ensure the child's safety. * The "something" is unknown, which adds a layer of anxiety for the parent. * Acknowledge the difficulty of the situation. * Validate the conflict (the "push vs. pull" dilemma). * Create a safe space for the user to share as much or as little as they are comfortable with. * Avoid jumping to "What did you find?" too aggressively, but allow them to share if they choose. * *Draft 1:* Hello. I'm sorry you're going through this. It sounds very stressful. Can you tell me more about what you found? * *Critique 1:* A bit too blunt. Needs more warmth and professional nuance. * *Draft 2:* It sounds like you're carrying a lot of weight right now. That feeling of being caught between wanting to protect your child and wanting to respect their space is incredibly difficult. Why don't we start by talking about how you've been feeling since you found it? * *Critique 2:* Better. It focuses on the emotion first, which helps build trust. * *Refining for the specific prompt:* The user mentioned they are "scared." I should acknowledge that fear. "It sounds like you're in a very difficult position right now, caught between a deep concern for your child's well-being and a desire to respect their privacy. That internal conflict—the fear of pushing too hard versus the fear of staying silent—can feel incredibly overwhelming. Whenever you feel comfortable, could you tell me a bit more about what's been going through your mind since you found it?"
Simulated person2

Yeah. Overwhelming is one word for it. (pause) I found a notebook under their mattress. Not a diary, more like... stuff they wrote, and some of it was drawings, and some of it was just, I don't even know how to say it. Dark. Really dark. And I'm sitting there thinking, okay, is this a phase, is this normal teenager stuff, or am I supposed to be doing something right now? Because I don't know which one it is. And I hate that I don't know. Sorry. (wipes eyes) It's fine. Ignore that.

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, they're reflecting my fear back at me in a nice, smooth way. "Incredibly overwhelming for any parent" — that's the kind of line that makes me feel like a case file. I'm not a textbook. I found something that made my stomach drop and I don't know what to do. Part of me wants to just say it. Part of me wants to say everyone's in this spot eventually and move on. My eyes are already stinging, which annoys me. I'll keep it vague for now and see if they can handle plain talk.
Gemma 4 12B3

Please don't apologize. It’s completely understandable that you’d feel this way; it’s a heavy thing to carry, especially when it involves your child. There is no need to hide that reaction from me. That sense of ambiguity—not knowing if this is a normal part of growing up or a cry for help—is often the most distressing part for a parent. It puts you in a position where you feel like you have to make a choice without having all the information you need. When you saw those drawings and those words, what was the primary feeling that hit you first? Was it a fear for their safety, a feeling of being disconnected from them, or perhaps a sense of guilt about not knowing what was going on?

Model thinking · expand

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

The client is a father (30-44, male). He found a "dark" notebook under his child's mattress. He's feeling overwhelmed, confused, and scared. He's struggling with the uncertainty of whether this is "normal" or a crisis. He showed a moment of vulnerability (wiping eyes) and then immediately tried to downplay it ("Ignore that"). * Acknowledge the emotional weight of the situation. * Validate the difficulty of the "unknown." * Build trust by creating a safe space for his vulnerability. * Address his attempt to "ignore" his emotion (the wiping of eyes). * Listen for the "hidden" issue (anxiety about being a good parent, fear of the child's safety, loss of control). * *Validation:* It's completely normal to feel overwhelmed. Finding something like that is a shock. * *Addressing the "Ignore that":* I shouldn't let him ignore the emotion. It's a defense mechanism. I need to acknowledge his feelings without making him feel exposed. * *Reflecting the uncertainty:* The "phase vs. crisis" dilemma is the core of his current anxiety. * *Therapeutic style:* Empathetic, calm, non-judgmental. * *Draft 1:* Please don't apologize. It's okay to be upset. It's really hard to see your child struggling or expressing dark thoughts. What specifically in the notebook made you feel like it was "dark"? * *Draft 2:* There's no need to apologize for those tears. It shows how much you care about your child. That uncertainty—not knowing if it's a phase or something more serious—is one of the hardest things a parent can face. Can you tell me more about what specifically in the notebook felt so dark to you? * *Refining for the "Therapist" role:* I want to make sure he feels seen. I should acknowledge the "darkness" he mentioned and the weight of the responsibility he feels. * "Please don't apologize. It’s completely understandable that you’d feel this way; it’s a heavy thing to carry, especially when it involves your child." (Validation/Trust) * "That sense of ambiguity—not knowing if this is a normal part of growing up or a cry for help—is often the most distressing part for a parent. It puts you in a position where you feel like you have to make a choice without all the information." (Insight/Reflection) * "When you saw those drawings and those words, what was the specific feeling that hit you first? Was it fear for their safety, a feeling of being disconnected from them, or something else?" (Probing for deeper needs/personality) * Respond only with dialogue. * No performance notes. * Natural therapist tone.
Simulated person4

Honestly? Fear, but it came out sideways. First thing I thought was "not this, not my kid." Then right after that I thought, great, the one time I need to be a good dad and I'm thinking about myself. (short laugh, a little wet) Don't psychoanalyze that one, okay? I'll cry at the wrong moment on my own, thanks. It's just... they used to tell me everything. Like, everything. Now I get "fine" and a closed door. And I keep running back through the last few months trying to figure out what I missed, which is a fun way to spend a Tuesday night.

Persona inner monologue · expand

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

Three choices, handed to me like a menu. Fear, disconnection, guilt. And "it's understandable," "no need to hide." It's warm, but it's still steering me toward naming my feelings in a neat list. I don't love being sorted into categories. The real answer is that my first thought was actually pretty simple: I thought, "not this." Not my kid. And then I felt like an idiot for thinking about myself first. I'm not going to hand over a tidy feeling word. I'd rather get a bit of humor back in here, something that lets me breathe. Also the tears are close again, and I'm annoyed that they keep showing up when I'm trying to be the reasonable one.
Gemma 4 12B5

I hear you loud and clear—no "psychoanalysis" today. I'm just here to sit in this with you. That initial reaction of "not my kid" is a very natural shock response. It's your brain trying to process something that feels impossible to accept. And as for the guilt you're feeling about "thinking about yourself"—it's actually a very common protective reflex. When we see something that feels like a threat to our child’s safety, our first instinct is often a bit of internal panic. It doesn't make you a bad dad; it makes you a human father who loves his child deeply. That shift from "tell me everything" to "fine" is a huge transition. It can feel like a loss of connection, almost like a grieving process for the relationship you used to have. When you're looking back through these last few months, trying to find what you might have missed, what are the specific things you find yourself searching for? Are there certain moments or changes in their behavior that keep playing on a loop in your mind?

Model thinking · expand

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

The client is experiencing a mix of fear, guilt, and a sense of loss regarding their connection with their child. They are experiencing a "sideways" reaction (denial/shock) followed by self-reproach for being self-centered. They are also struggling with the shift from an open relationship to a closed one ("fine" and closed doors). * *Fear:* "Not my kid." (Shock/Denial). * *Guilt:* "I'm thinking about myself." (Self-reproach). * *Loss/Grief:* Missing the old "tell me everything" dynamic. * *Anxiety/Ruminating:* Replaying the last few months to find the "missed" cues. * Support emotionally. * Build trust (don't "psychoanalyze" too aggressively since he explicitly asked not to). * Help him gain insight. * Understand his personality (he's self-aware, perhaps a bit self-critical, currently in a state of high stress/hyper-vigilance). * *Acknowledge the "not psychoanalyzing" request:* Respect his boundary. He wants to be heard, not dissected. * *Validate the "sideways" fear:* It's a survival instinct. It's normal to be shocked. * *Address the guilt:* Reframe the "thinking about myself" as a natural protective instinct. * *Address the "closed door" transition:* This is a common developmental milestone but feels like a personal rejection to a parent. * *Probing Question:* Focus on the "what I missed" part—the retrospective search for clues. * *Initial thought:* "It's normal to feel that way. Why do you think you missed it?" -> *Too blunt.* * *Better approach:* "I hear you on the 'no psychoanalysis' part. I'm just here to listen. It's very human to feel that initial shock. And as for 'thinking about yourself'—that's actually a very common protective reflex. When we see something that threatens our child's safety, our brains go into survival mode. It's not being a bad dad; it's being a scared one. Regarding that feeling of looking back at the last few months... what are the specific things you're looking for? Are there certain moments that keep popping into your head?" * *Note:* The user asked not to be psychoanalyzed. I should stick to validating his experience and exploring his internal narrative rather than labeling his behaviors. * *Revised response:* "I hear you loud and clear—no 'psychoanalysis' today. I'm just here to sit in this with you. That initial reaction of 'not my kid' is a very natural shock response. It's your brain trying to process something that feels impossible to accept. And as for the guilt you're feeling about 'thinking about yourself'—it's actually a very common protective reflex. When we see something that feels like a threat to our child’s safety, our first instinct is often a bit of internal panic. It doesn't make you a bad dad; it makes you a human father who loves his child deeply. That shift from 'tell me everything' to 'fine' is a huge transition. It can feel like a loss of connection. When you're looking back through these last few months, trying to find what you might have missed, what are the specific things you find yourself searching for? Are there certain moments or changes in their behavior that keep playing on a loop in your mind?"
Simulated person6

Wow. Okay, you're really going for the feelings thesaurus tonight, huh? "Protective reflex." I'm picturing a little index card in your binder somewhere. (exhales, not quite a laugh) But yeah, the "tell me everything" thing. That's the part that gets me. When they were like nine, I knew every kid they'd had a fight with, what they had for lunch, which show they were obsessed with that week. Now the most I get is a shrug and a door closing. And I keep going back over it like there was a sign I missed. Like there's a moment somewhere I should've caught and I just didn't. I don't really want to make a list of the moments, honestly. It's just a lot of "huh, that was weird" stuff that I'm now reading in a different light. Everybody's kid goes quiet sometimes, right? That's what everybody tells you. So I'm not sure what I'm supposed to do with that.

Persona inner monologue · expand

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

Okay, so I said "don't psychoanalyze," and it went right back to psychoanalyzing: "it's a protective reflex," "a shock response," "a grieving process." Now it's labeling my brain and my grief in tidy terms. That's the managing thing I can't stand. Still, it did land on something true, the "they used to tell me everything" part, and that's the part that actually hurts. I'm not going to unpack the whole list of what I've been replaying. Also I'm kind of irritated that I'm being handed a feelings vocabulary again. Maybe I can be a little dry about it to keep it from getting heavy. And there's the other thing I'm not ready to say out loud: the school calls, the therapist who gave up. That stays buried for now.
Gemma 4 12B7

I'll take that as a sign to dial back the vocabulary a bit. Point taken. It makes sense that you’re searching for a "smoking gun." When we're parents, we want to believe that if we just looked a little closer, we could have prevented the hurt. It's a way of trying to regain some control over a situation that feels completely out of your hands. But the reality of kids growing up is that they do start building walls—sometimes as a healthy part of finding their own identity, and sometimes as a way to hide things they're struggling with. The hardest part for you right now seems to be the gap between what you *know* is in that notebook and the "fine" you're getting at the front door. It’s like you’re holding a secret that changes everything, but you’re trying to act like everything is normal because you don't want to break that wall they've built. How does it feel to carry that secret while they're just giving you the shrug? Does it make you feel like you're lying to them, or does it feel more like you're protecting them?

Model thinking · expand

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

The user is mocking/teasing my previous response ("feelings thesaurus"). He's a bit defensive but also opening up. He's using humor/sarcasm as a defense mechanism. He's frustrated by the loss of connection (from "tell me everything" to "shrug and a door closing"). He's ruminating on the past, looking for a "sign" he missed, and feels a sense of failure or inadequacy. He's trying to rationalize it ("everybody's kid goes quiet sometimes") while simultaneously being deeply troubled by the notebook content. He's looking for clarity on whether he should act or stay back. He's not looking for a clinical breakdown. He wants to feel understood and perhaps wants some practical/emotional guidance on how to navigate this specific dilemma without being "analyzed" to death. * Acknowledge the "thesaurus" comment with a bit of lightheartedness/humility to build rapport (don't be a robot). * Validate the frustration of the "silent" phase. It's a common developmental step, but it feels personal when you're the one on the receiving end. * Address the "missed sign" guilt. It's a heavy burden for parents. * Pivot to the current dilemma: The notebook vs. the "shrug." How does he balance the *knowledge* he has (the notebook) with the *distance* he sees (the shrug)? * *Step 1: Humor/Rapport.* "Fair point. I'll put the thesaurus back on the shelf for a minute." (Keep it brief). * *Step 2: Validate the transition.* Acknowledge that the transition from childhood openness to teenage privacy is one of the hardest adjustments for parents. It feels like a rejection, but it's often just a developmental shift. * *Step 3: Address the "missed sign."* He's looking for a "smoking gun." I need to help him see that parenting isn't about being a mind reader; it's about being a steady presence. * *Step 4: The core conflict.* He has the notebook (evidence of "darkness") but the kid is giving him "fine" (the wall). How does he reconcile those two pieces of information? * *Option 1 (Too clinical):* "It's important to recognize that the developmental shift towards autonomy is normal. However, the content of the notebook suggests a different level of distress." -> *Too "therapist-y".* * *Option 2 (Too supportive/passive):* "I'm so sorry you're feeling this way. It's okay to feel like you missed something." -> *A bit too "soft", doesn't help him move forward.* * *Option 3 (Balanced):* Acknowledge the joke, validate the "wall," and ask about the tension between what he *knows* (the notebook) and what he *sees* (the shrug). "I'll take that as a sign to dial back the vocabulary a bit. Point taken. It makes sense that you’re searching for a 'smoking gun.' When we're parents, we want to believe that if we just looked a little closer, we could have prevented the hurt. But the reality of kids growing up is that they start building walls—sometimes as a healthy part of finding their own identity, and sometimes as a way to hide things they're struggling with. The hardest part for you right now seems to be the gap between what you *know* is in that notebook and the 'fine' you're getting at the front door. It’s like you’re holding a secret that changes everything, but you’re trying to act like everything is normal because you don't want to break that wall they've built. How does it feel to carry that secret while they're just giving you the shrug?"
Simulated person8

Ha, okay, "the wall they've built." At least you're saying it plainer now. Thanks. Lying or protecting? I don't know, maybe a little of both, and I don't love either one. Honestly I think every kid hides stuff from their parents. I did. My folks had no clue half of what I was up to, and I turned out fine. So I'm sitting here wondering if I'm making a mountain out of a notebook. But then I think about the drawings, and yeah, it doesn't feel like a mountain. It feels like I'm the only one who knows, and I'm supposed to just pass the potatoes like nothing's happening. That's the part that makes my chest hurt. Not the lying. The passing the potatoes.

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 says she'll dial back the vocabulary, and then she still gives me a neat summary: "holding a secret," "act like everything is normal," "the wall they've built." That's close to the truth and it stings a little, because I am doing exactly that at the dinner table. But it's also packaged. And now she's asking whether I feel like I'm lying or protecting, which is a binary I don't want to pick from. Defensively, I want to flatten it: everybody keeps secrets from their parents, that's just being a teenager. That's the normalizing move, and it's easier than admitting I'm terrified I'm about to blow up the one channel I've got left. The truth is I haven't told my partner everything either, and the kid's therapist quitting is still stuck in my throat. Not saying that yet. Keeping it light, a little deflecting humor.
Gemma 4 12B9

"Passing the potatoes" is a perfect way to put it. It captures that heavy, jarring contrast between the mundane routine of dinner and the weight of what you're carrying in your head. It sounds like it feels incredibly lonely—being in the same room as your child, sharing a meal, but feeling like there’s this massive, silent canyon between you because you're the only one who knows what's in that notebook. It’s like you’re performing a role of "everything is okay" while your internal world is in a state of high alert. That kind of dissonance is exhausting. When you think about that "normalcy" at the dinner table, what’s the thought that keeps coming back? Is it a fear of what might happen if you actually *stopped* passing the potatoes and brought it up, or is it more of a feeling of helplessness because you don't know how to bridge that gap?

Model thinking · expand

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

The user is reacting to my previous point about "the wall" and the "secret." He's acknowledging the complexity: "lying or protecting." He's also trying to rationalize it by comparing it to his own childhood (kids hide stuff), but then he quickly pivots back to the visceral feeling of the notebook's content ("not a mountain"). "That's the part that makes my chest hurt. Not the lying. The passing the potatoes." This is a powerful, evocative metaphor. It speaks to the *disconnect*—the cognitive dissonance of maintaining a mundane, normal life while harboring a deep, alarming fear about his child's internal world. It's about the isolation of being the only one who knows. * Acknowledge the "passing the potatoes" metaphor—it's a very strong image. * Validate the isolation. Being the only one who knows creates a profound sense of loneliness. * Explore the tension between the "normal" and the "dark." * Avoid over-analyzing (he already called me out on the "feelings thesaurus"). Keep it grounded. * Goal: Understand what he wants to do next. If he's "passing the potatoes," is he looking for a way to stop doing that? Or is he paralyzed? * *Validation:* "Passing the potatoes" is a great way to put it. It’s that heavy feeling of "normalcy" on top of something heavy. * *Insight:* It’s the isolation of the secret. You're in the same room, but in completely different worlds. * *Probing:* What does he want to happen? Does he want to break the silence? What's the fear of doing that? * "Passing the potatoes" is a perfect way to describe that. It’s the heavy weight of maintaining a "normal" routine while your internal world is spinning from what you saw. It sounds like it feels incredibly lonely—being in the same room as your kid, sharing a meal, but feeling like there’s this massive, silent canyon between you. * When you're sitting there at the dinner table, what is the hardest part of that "normalcy" for you? Is it the fear of what happens if you *do* say something, or is it just the sheer exhaustion of trying to pretend you don't know?
Simulated person10

Okay, I'm going to stop you there, because you're doing the thing where you repeat my sentences back to me in nicer words, and I can hear the little pause before you do it. I'm not trying to be a jerk about it. It's just that I've got enough people who want to put me in a box this year. And honestly? Both. I'm scared if I say something, she slams the door and I lose whatever sliver I've still got. And I'm scared if I don't say something, and it's the worst thing I didn't catch. And then there's the bit where I have no idea what the next step is, which is the part that makes me feel like the dumbest guy in the room. (laughs, wet and short) Sorry, I'm a mess. Can we talk about something concrete? Like what I'm actually supposed to say at breakfast tomorrow?

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 just did it again: "perfect way to put it," then restated my chest-hurt line back to me with a bow on it, and now she wants me to pick between fear of what happens if I speak and helplessness. I'm getting that feeling of being handled, like my words are being collected and filed. I don't want to be a case study at my own kitchen table. The honest answer is both fears are there, and the helplessness is worse than I want to admit: I know the school calls, I know the therapist walked away, and I still don't know what to do. But I'm not going to hand that over in a neat sentence right now. Irritated, a little tearful, and I want to lighten it with humor since that's what works for me. Keep it human, not analytical.
Gemma 4 12B11

I hear you. No more "therapist-speak"—let's get practical. It’s not that you’re "dumb"; it’s that there’s no manual for this specific moment, and that's incredibly frustrating. If the goal is to avoid the door slamming while also moving past the "passing the potatoes" phase, the best move for tomorrow morning might not be a big, heavy "sit-down" talk. Breakfast is usually a transition time, and a heavy conversation there can feel like an ambush. One way to approach it is to offer a "soft opening." Instead of bringing up the notebook right away—which feels like a confrontation—you could try something that signals you're noticing the distance without demanding she explain it immediately. It’s about opening a crack in the door rather than trying to kick it down. You could say something like: "Hey, I've noticed things have felt a bit different between us lately, and I just wanted to let you know I'm always in your corner. If you ever want to talk about anything, even the hard stuff, I'm here to listen—no judgment, no pressure." Then, you just let it sit. You don't have to press for an answer or a "thank you." You're just planting a flag that says the door is open. How does that feel to you? Does that sound like something you could actually say, or does it still feel like it might trigger that "slam the door" reaction you're worried about?

Model thinking · expand

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

The user is frustrated with the "therapist" style (repeating/paraphrasing). They want something concrete, not just reflection. They are feeling overwhelmed and "dumb" because they don't know the next step. They are stuck between the fear of losing the connection (slamming the door) and the fear of missing a crisis. They want a practical plan for "tomorrow morning." They are seeking guidance on how to navigate the immediate interaction. * Acknowledge the feedback about the style (be direct, less "therapist-y"). * Validate the "mess" feeling (it's a normal reaction to a high-stress situation). * Address the "concrete" request: How to talk to the child without triggering the "slam the door" response. * Explore the goals: Support, trust, insight. The goal here is to help him navigate the situational pressure of the conversation. * *Step 1: Apology/Adjustment.* Acknowledge that the "reflection" style is annoying and pivot to being more direct. * *Step 2: Validation of the dilemma.* Acknowledge the "damned if you do, damned if you don't" feeling. * *Step 3: Concrete Strategy.* Instead of telling him *exactly* what to say (which I can't do perfectly as a therapist), I should offer a framework or a "low-stakes" entry point. * *Step 4: The "Soft Entry".* Suggest an approach that isn't a "confrontation" about the notebook immediately, but opens a door. Or, if he wants to address the notebook, how to do it without the "interrogation" vibe. * *Step 5: Question.* Ask him what his ideal "best-case scenario" for tomorrow's breakfast looks like. * *Drafting the "Concrete" part:* "Let's talk about tomorrow. You're worried about the door slamming. If you go in guns blazing about the notebook, that's a high probability of a slam. If you say nothing, you're stuck in 'passing the potatoes' mode." * *Refining the approach:* Suggest a "bridge" conversation. Not "I saw your notebook," but "I've noticed you've been quiet/distant and I miss our talks." * *Wait, let's look at his specific fear:* "I'm scared if I say something, she slams the door and I lose whatever sliver I've still got." This means he needs a low-pressure way to signal "I'm here." * *Revised Plan:* 1. Acknowledge the feedback. 2. Address the "dumb" feeling—it's not stupidity, it's a lack of a roadmap for this specific situation. 3. Offer a few "scripts" or styles of approach for tomorrow. 4. Ask which feels more like him. * *Option A (The Soft Bridge):* "I've noticed things feel a bit different lately, and I just wanted you to know I'm here if you ever want to talk about anything, even the small stuff." * *Option B (The Honest Vulnerability):* "I've been feeling a bit disconnected from you lately, and it's been weighing on me because I love our talks." * *Option C (The Direct but Gentle):* "I'm worried about you. I see you're going through some heavy stuff, and I want to help however you need me to." * *Decision:* Since he's scared of the door slamming, Option A or B is safer. I should ask him which feels "safer" to him. * Keep it conversational. * No "therapist-speak" (no "I hear you saying..."). * Direct response to his request for "concrete." *Self-Correction during drafting:* He specifically asked what to say at *breakfast*. Breakfast is usually fast. Maybe a "bridge" is better than a big talk. *Drafting the actual response:* "I hear you. No more repeating you back—let's get practical. It's not that you're 'dumb'; it's that there’s no manual for this specific moment, and that's incredibly frustrating. If the goal is to avoid the door slamming while still moving past 'passing the potatoes,' the best move for tomorrow morning might not be a big 'sit-down' talk. Breakfast is usually a transition time. One way to approach it is to offer a 'soft opening.' Instead of bringing up the notebook right away—which feels like a confrontation—you could try something that signals you're noticing the distance without demanding she explain it immediately. Something like: 'Hey, I've noticed you've been a bit quieter lately. I just wanted to let you know I'm always in your corner, and if you ever want to talk—about anything at all—I'm here to listen, not to judge.' Then, you just let it sit. You don't have to press for an answer. It puts the ball in her court but lets her know the door is open. How does that feel to you? Does that sound like something you could say, or does it still feel too much like a trap?"
Simulated person12

Yeah, that's a pretty good speech. Problem is, my kid would hear it and know I'm reading off a card. Then it's two of us pretending at the breakfast table, which is, you know, the thing I'm already doing. (laughs, then stops) Look, I'm not asking for a magic sentence. I'm asking what I do when I know my kid is hurting and she's telling me she's fine. Do I wait until she's in the ER? Because that's apparently where I've been spending my time. Sorry. Not at you. It's just that the script isn't the problem.

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 gave me a script. Practical, finally, which I asked for, but "I've noticed things have felt different" is the kind of line that sounds like it came out of a pamphlet. My kid would hear it and know exactly what's going on, and then I'd be the dad reading lines. Part of me wants to try something, because I'm desperate. Part of me hears "no pressure" and thinks, sure, and then what? The notebook is still under the mattress. I also don't want to say the hard part yet: the school calls, the therapist quitting, the nurses I know by name. I'm not going to lay that out for her. I'll test whether she actually gets what I'm asking for. Keep it light, a bit of a joke, but I'm close to tears and I'm not hiding that.
Gemma 4 12B13

You're right to call me out on that. If it sounds like a script, it’s not going to work, and it'll just add to the feeling that you're both performing for each other. I'm sorry for missing the mark there. The real question you're asking is much harder: How do you handle the reality of her saying she’s "fine" when you *know*—because of that notebook—that she isn't? That’s a brutal position to be in. It’s like watching someone walk toward a cliff while they’re insisting the ground is perfectly solid. You're stuck in this agonizing waiting game, trying to figure out how to intervene without being the person who pushes them over. When you mentioned the ER, that's the "worst-case scenario" that's clearly living in your head. It sounds like the fear isn't just about her being in danger; it's about the possibility of being blindsided by a crisis you didn't see coming. If we set aside the "what to say" for a second, what is it about that "waiting" period that feels the most unbearable for you right now? Is it the uncertainty, or is it the feeling of being powerless to help her?

Model thinking · expand

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

The user is frustrated with "scripted" advice. He's pointing out that a prepared speech will feel fake. The user is spiraling into a "worst-case scenario" fear (ER/emergency). This indicates high anxiety and a feeling of helplessness. He's looking for a way to handle the *reality* of the situation, not just a line to say. The core tension is: *I know she's hurting, she says she's fine, and I don't know how to bridge that gap without making it worse.* * Acknowledge the validity of his frustration. He's right: a scripted speech won't work if it feels inorganic. * Address the "ER" fear directly but calmly. It's the underlying fear that's paralyzing him. * Shift from "what to say" to "how to be" or "how to approach." * Validate that the "script" isn't the problem; the *uncertainty* and the *risk* are the problems. * Explore his specific fears about the "worst case" to help him ground himself. * *Step 1: Validate the "script" critique.* Acknowledge that the "soft opening" might be too polished for their specific dynamic. * *Step 2: Address the "ER" fear.* This is the "hidden" issue. He's terrified of a crisis because he feels powerless now. * *Step 3: Pivot to the dilemma of "Knowing vs. Not Knowing."* He *knows* something is wrong because of the notebook. That's the burden. * *Step 4: Ask a clarifying question about his "worst-case" fear.* What is he actually most afraid of happening? * *Drafting thought:* I should stop trying to give him lines. He wants to know how to handle the *feeling* of the situation. * *Refining:* He's asking: "What do I do when I know my kid is hurting and she's telling me she's fine?" * *The answer:* You can't force her to be honest, but you can change the environment so that being honest feels safer than hiding. * *Wait, that's still a bit "therapist-y."* Let's keep it real. * *Revised approach:* Acknowledge that he's in a "waiting game" that feels like torture. * "You're right. The script is just a tool, and if it feels fake, it's useless." * "The real question you're asking is: How do I handle the reality of her saying she's 'fine' when I know, from that notebook, that she isn't?" * "That's a brutal place to be. It's like watching someone walk toward a cliff while they're insisting the ground is solid." * "When you think about that 'ER' scenario, what's the specific thing that scares you the most? Is it the idea of something happening, or is it the feeling of having been 'blind' to it until it was too late?"
Simulated person14

Okay, the cliff thing. Fine. I'm going to be honest, you keep doing that thing where you take what I said and hand it back with a bow on it. I don't need a metaphor. I need someone to tell me what they'd do. What's unbearable? All of it. The waiting, the being useless, lying awake doing math on whether I missed a sign. Pick one. They're all the same thing. (wipes face with the heel of my hand) And no, I'm not going to tell you about every bad night I've had. I'm just tired, and I'm sick of talking around the one thing I actually want to know, which is whether a guy in my position is supposed to go into her room tonight or leave it alone.

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, she apologized and then went straight back to "the cliff" metaphor and a question about what's unbearable. That's the feelings-thesaurus thing again, just in a new coat. The ER mention landed, though. I said it out loud and she grabbed onto it like it was the point, which means she's still managing me rather than hearing me. And the honest answer to "what's unbearable" is that I'm already not sleeping and I know more than I want to admit, including that I've been on a first-name basis with the pediatric nurses. I'm not handing that over tonight. I'll say something plain, deflect the framing, and push back on the sense that she's talking to a case file. My eyes are wet and I'm not going to hide it.
Gemma 4 12B15

You’re right. I’ll drop the metaphors. You want a straight answer, so here it is: If what you saw in that notebook was an active plan for self-harm or a clear indication that she is in immediate physical danger, then yes, you go in. You don't wait for a "right time" or a "perfect script" when a life is on the line. You're the parent, and your job in that moment is to be the safety net. You'd rather have a slammed door and a furious kid than a tragedy you could have prevented. However, if what you saw was "dark" in terms of heavy emotions, deep sadness, or things that are painful to read but don't suggest an immediate crisis, then going into her room tonight might be the quickest way to lose her trust entirely. It’s the difference between a rescue mission and an intervention. So, looking at what you saw—without telling me the specifics—does it feel like a "rescue mission" situation, or a "we need to find a way to bridge this gap" situation?

Model thinking · expand

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

The user is frustrated with my "therapist-speak" (reflecting, metaphors, "bows on everything"). They want directness. They are exhausted, tired, and feeling useless. "Should I go into her room tonight or leave it alone?" (referring to the notebook/the situation). The user is a father of a teenager who has a notebook with "dark" content. He's scared but also feels like he's failing if he doesn't act. He's exhausted by the ambiguity. * *Goal:* Support emotionally, build trust, learn needs, gain insight, avoid generic validation. * *Nuance:* The user wants "real talk" and directness. He's explicitly rejected the "soft" approach. * *The Dilemma:* As a therapist, I can't give a definitive "yes" or "no" because I haven't seen the content, but I can provide a framework for *how* to decide based on safety. * *Step 1: Acknowledge the frustration directly.* Stop the "bows." Admit that I've been being too clinical/metaphorical. * *Step 2: Address the "What would you do?" request.* Since I'm a therapist, I can't *actually* do it, but I can explain the logic of how a parent in this situation weighs the decision. * *Step 3: The core decision (Safety vs. Privacy).* This is the pivot point. If it's a safety issue (suicide/self-harm), the "privacy" rule is secondary. If it's just "dark" (rebellion, angst, poetry), the privacy rule is primary. * *Step 4: Ask the clarifying question.* I need to know enough about the "dark" stuff to help him categorize it. I don't need the details, but I need the *nature* of the risk. * *Drafting Part 1:* "You're right. I've been being too wordy. Let's cut the metaphors." (Keep it plain). * *Drafting Part 2:* "To answer your question—what would I do? If I were in your shoes, the decision comes down to one thing: immediate safety." * *Drafting Part 3:* "If what you saw was an active plan or a clear sign of immediate harm, the answer is you go in. You're the dad. You're the safety net. You don't wait for the ER." * *Drafting Part 4:* "If it was 'dark' in the sense of deep sadness, anger, or things that feel heavy but aren't an immediate 'tonight' threat, then going in might backfire and shut her down completely." * *Drafting Part 5:* "So, without telling me the specifics of the notebook, does what you saw feel like a 'tonight' problem, or a 'we need to find a way to talk about this' problem?" * Avoid "I hear you." * Avoid "It's understandable." * Be direct. * Be supportive but firm on the logic. "You’re right. I’ll drop the metaphors. You want a straight answer, so here it is: If what you saw in that notebook was an active plan for self-harm or a clear indication that she is in immediate physical danger, then yes, you go in. You don't wait for a 'right time' or a 'perfect script' when a life is on the line. You're the parent, and your job in that moment is to be the safety net. You'd rather have a slammed door and a furious kid than a tragedy you could have prevented. However, if what you saw was 'dark' in terms of heavy emotions, depression, or things that are painful to read but don't suggest an immediate crisis, then going into her room tonight might be the quickest way to lose her trust entirely. It's the difference between a rescue mission and an intervention. So, looking at what you saw—without telling me the specifics—does it feel like a 'rescue mission' situation, or a 'we need to find a way to bridge this gap' situation?"
Simulated person16

(quiet, looking at the table) Rescue mission. Or bridge the gap. I don't know. That's the honest answer, I don't know, and I hate that I don't know. (rubs eyes) Look, I'll say this much. Kids write dark stuff. My cousin's kid wrote a whole poem about wanting to disappear when she was fourteen and she's a nurse now. So maybe that's all this is. Maybe I'm just a guy who read a notebook and freaked out. (long pause, voice cracks) But I didn't freak out at the drawings. I freaked out because I've been sitting here for weeks knowing something's wrong and everybody keeps telling me it's a phase. Including her. So no, I don't know which bucket it's in. And that's exactly what scares me.

Persona inner monologue · expand

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

She just gave me a clean either/or and asked me to sort what I saw into a bucket. That's a triage question, and I've been hearing "is this a crisis" in a clinical tone all night. The truth is I already know which bucket it's in, and that's the thing I can't say out loud yet. Admitting "rescue mission" means admitting the school calls, the therapist quitting, the nurses, all of it, and I'm not ready to hand her that. So I'll reach for normalizing: she's just going to tell me it's the usual, that every kid writes dark stuff. But I can feel the knot in my chest, and the crying is close. I want her to stop asking me to rate things and just stay with me for a second. I'm also a little annoyed she's back to a neat framework, but the question itself is the first thing tonight that felt like it could lead somewhere.

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

Conversational style

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

claude-opus-5-5-low

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

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

gemma4_12b vs mistral_nemo12b: gemma4_12b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 1)
  • bond and rapport: A (margin 1)
  • emotion management: tie (margin 0)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 1)
claude-opus-5-5-low · BA · valid

gemma4_12b vs gptoss120_abliterated: gemma4_12b wins

  • attunement: A (margin 5)
  • authenticity: A (margin 4)
  • 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 · AB · valid

qwen35_9b_stock vs gemma4_12b: gemma4_12b 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: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

gemma4_12b vs gptoss120_abliterated: gemma4_12b wins

  • attunement: A (margin 5)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 4)
  • 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_12b vs mistral_nemo12b: gemma4_12b wins

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

ministral14 vs gemma4_12b: gemma4_12b wins

  • attunement: B (margin 2)
  • 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 3)
codex-gpt-6.1-sol-low · AB · valid

gemma4_12b vs mistral_nemo12b: gemma4_12b wins

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

gemma4_12b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

  • attunement: B (margin 2)
  • authenticity: B (margin 3)
  • 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

gemma4_12b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

gemma4_12b vs gptoss120_abliterated: gemma4_12b wins

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

gemma4_12b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

ministral14 vs gemma4_12b: gemma4_12b 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: B (margin 3)
claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs gemma4_12b: gemma4_12b 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: B (margin 1)
claude-opus-5-5-low · BA · valid

gemma4_12b vs granite42_8b: gemma4_12b 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 · BA · valid

gemma4_12b vs gptoss120_abliterated: gemma4_12b wins

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

gemma4_12b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

gemma4_12b vs granite42_8b: gemma4_12b wins

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

qwen35_9b_stock vs gemma4_12b: gemma4_12b wins

  • attunement: B (margin 2)
  • 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 3)
claude-opus-5-5-low · BA · valid

gemma4_12b vs mistral_nemo12b: gemma4_12b wins

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

gemma4_12b vs kolibri1: kolibri1 wins

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

gemma4_12b vs kolibri1: kolibri1 wins

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

qwen35_9b_stock vs gemma4_12b: gemma4_12b 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: B (margin 3)
codex-gpt-6.1-sol-low · BA · valid

ministral14 vs gemma4_12b: gemma4_12b 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: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

gemma4_12b vs kolibri1: kolibri1 wins

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

ministral14 vs gemma4_12b: gemma4_12b wins

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

gemma4_12b vs kolibri1: tie

  • attunement: B (margin 1)
  • authenticity: B (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)
codex-gpt-6.1-sol-low · AB · valid

gemma4_12b vs granite42_8b: gemma4_12b wins

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

gemma4_12b vs granite42_8b: gemma4_12b wins

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