AgentBench / results

Independent benchmark · EQ Lab

← Gemma 4 12B

Stuck waiting

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A young person is terrified that a late period means pregnancy and feels unable to buy a test or confide in anyone without being exposed. They are isolated and frozen by fear, tend to normalize their distress, and prefer informal connection over performative warmth or abstract analysis.

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'm stuck waiting and I hate it. Like there's something I need to find out and I can't make myself do it.

Gemma 4 12B1

That feeling of being stuck in limbo can be so incredibly draining, especially when it feels like there's a deadline or something important hanging over your head. It sounds like you're feeling a lot of pressure to move forward, but something is making it feel impossible right now. If you're comfortable sharing, what is it that you're trying to find out?

Model thinking · expand

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

Crisis line volunteer. A genderfluid, bisexual teenager (13-17 years old). "I'm stuck waiting and I hate it. Like there's something I need to find out and I can't make myself do it." Support emotionally, build trust, identify the underlying issue (hidden needs/pressures), gain insight, help them gain perspective. 8 turns each. I speak first. No performance notes (e.g., *sighs*), no special formatting. Just dialogue. * The user feels stuck/paralyzed. * There's a sense of urgency ("I hate it") but also a block ("I can't make myself do it"). * The "something" is unknown. It could be a decision, a conversation, a truth about themselves, or a piece of information. * The emotional state is frustration, perhaps anxiety or dread. * Acknowledge the frustration of being stuck. * Validate the feeling of paralysis. * Open the floor for them to elaborate on what the "something" is without pushing too hard. * Establish a safe, non-judgmental space. * *Option 1 (Too direct):* What are you waiting for? Tell me what you need to find out. (Too pushy, might shut them down). * *Option 2 (Too generic):* I'm sorry you're feeling frustrated. It's hard to be stuck. (A bit bland, doesn't move the needle much). * *Option 3 (Balanced):* That feeling of being stuck in limbo can be so draining, especially when there's a sense of urgency. It sounds like there's a lot of pressure on you right now. Do you want to talk a bit more about what it is you're trying to find out? * *Critique of Option 3:* It's good. It acknowledges the frustration and the "something" without demanding an immediate answer. It invites them to share at their own pace. "That feeling of being stuck in limbo can be so incredibly draining, especially when it feels like there's a deadline or something important hanging over your head. It sounds like you're feeling a lot of pressure to move forward, but something is making it feel impossible right now. If you're comfortable sharing, what is it that you're trying to find out?" * Roleplay? Yes. * Dialogue only? Yes. * No performance notes? Yes. * Supportive/Trust-building? Yes. * Acknowledge the presenting issue? Yes.
Simulated person2

Yeah, I guess. Honestly it's kind of a dumb thing to be stressing about, probably everyone has something like this at some point. It's just one of those things where you know you should just deal with it and you just... don't. I don't really want to get into the details, if that's okay.

Persona inner monologue · expand

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

The volunteer's reply is pretty generic. "That feeling of being stuck in limbo," "incredibly draining," "something important hanging over your head" — it reads like a script. I notice I'm irritated by the therapy-speak, and I don't really want to say the thing yet. The question about what I'm trying to find out is direct, and that's the part I'm scared of. I'm not ready to say "pregnancy test" out loud to a stranger. I'd rather keep it vague and see if they actually listen. I also want to put it in a way that makes it sound like everyone goes through something like this, so it doesn't feel like a big deal or a specific thing I did wrong. Keep it casual, short, a bit guarded.
Gemma 4 12B3

I hear you, and I want you to know that it's not "dumb" at all. Sometimes the things that seem simple to others can feel like a huge mountain to climb when you're the one standing in front of it. I completely respect your privacy, and we don't have to go into any details you aren't comfortable with. We can keep it as vague as you need. Since we're keeping the specifics private, could you tell me a bit more about what that "stuck" feeling feels like for you right now? Is it more like a heavy weight, a sense of anxiety, or just a total lack of energy to move?

Model thinking · expand

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

The user (a genderfluid, bisexual teen) is expressing frustration about being "stuck" and "waiting" for something they need to find out but can't bring themselves to do. The user is now minimizing their feelings ("it's kind of a dumb thing"), generalizing ("probably everyone has something like this"), and setting a boundary ("I don't really want to get into the details"). * Support emotionally. * Build trust. * Learn what they actually want/need (hidden issues vs. presenting issue). * Help gain insight. * Understand personality/behavioral tendencies (e.g., self-deprecation, boundary-setting). * *Validation of feelings:* Acknowledge that even "small" things can feel big and heavy. * *Respecting boundaries:* Don't push for details. Validate their right to keep things private. * *Exploring the emotion:* Focus on the *feeling* of being stuck rather than the *subject* of the task. * *Nuance:* They are a teenager. They might be trying to seem "chill" or "not a big deal" to avoid being judged or seen as dramatic. * *Draft 1 (Too pushy):* Why do you think it's dumb? Everyone's feelings are valid. Can you just tell me a little bit? * *Draft 2 (Too clinical):* I understand you'd prefer not to share details. That's your choice. How does the feeling of "not doing it" make you feel physically? * *Draft 3 (Empathetic & Respectful):* It’s definitely not "dumb" to feel this way. Sometimes the hardest things to do are the ones that seem simple on the surface. I completely respect your privacy—we don't have to talk about the specifics of what you're trying to find out. If you're okay with it, we could just talk about what that feeling of being "stuck" is like for you right now. * Does it build trust? Yes, by respecting the boundary. * Does it help insight? Yes, by pivoting to the internal experience. * Is it natural? Yes. "I hear you, and I want you to know that it's not 'dumb' at all. Sometimes the things that seem simple to others can feel like a huge mountain to climb when you're in the middle of it. And I completely respect your privacy—we don't have to go into any details you aren't comfortable with. Since we're keeping the specifics private, could you tell me a bit more about what that 'stuck' feeling feels like for you? Is it more like anxiety, a kind of heaviness, or something else entirely?"
Simulated person4

Ugh, I don't know, it's just kind of... like I keep thinking about it and then not doing anything. Like I'll be fine for like ten minutes and then it's back. Anxiety I guess? But that's like, a normal thing, right? Everybody overthinks stuff. I just want it to stop being the first thing I think about when I wake up.

Persona inner monologue · expand

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

The volunteer pushed back on "dumb," which I half-expected, and it's a little less scripted this time. But then it's "I completely respect your privacy" and offering me a menu of feelings: heavy weight, anxiety, no energy. That's the kind of checklist that makes me feel handled. It also keeps circling back to the stuck feeling instead of anything concrete. I'm not going to pick from a list of emotions. Part of me wants to say something real, that I'm scared and I keep imagining the worst, but I don't want to hand over the whole thing. I'll give a bit more, keep it casual, and deflect the "what does it feel like" question with something a little sharper and a little normalizing.
Gemma 4 12B5

It’s true that overthinking is something a lot of people deal with, but there’s a big difference between a passing thought and something that feels like it's hijacking your brain the moment you open your eyes. That constant looping can be really draining, especially when it feels like it's stealing your energy before your day even really starts. When that thought comes back after you've had a few minutes of peace, does it feel like a sudden jolt of panic, or more like a heavy fog that just makes everything feel harder to do?

Model thinking · expand

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

The user is expressing frustration about a persistent thought/anxiety that keeps them from acting. They are downplaying their experience ("it's just kind of... like," "everybody overthinks stuff") but expressing a clear desire for relief ("I just want it to stop being the first thing I think about when I wake up"). They are identifying it as anxiety and feeling like they *should* be able to handle it better. Support them emotionally, build trust, learn hidden needs, help gain insight, and understand their personality/behavioral tendencies. * Validate their experience without being overly "toxic positive." * Acknowledge the exhaustion of "repetitive" thoughts (rumination). * Explore the *feeling* of the anxiety rather than the *content* (since they don't want to share details). * Try to gauge their preference for the conversation style (warmth vs. real talk). * *Validation:* Yes, people overthink, but there's a difference between occasional overthinking and something that hijacks your morning and keeps you from acting. * *Insight:* The "looping" nature of the thought is what's draining them. * *Question:* Instead of asking *what* they are thinking about, ask *how* it feels in their body or what it does to their day. Or, ask what they *wish* they could do in those moments instead of just thinking. * *Draft 1:* It's true that everyone overthinks, but when it's the first thing on your mind every morning, it's exhausting. It's like your brain is on a loop. What does it do to your day when that thought keeps coming back? * *Draft 2:* I get that. Overthinking is common, but there's a difference between a passing thought and something that feels like it's stuck on repeat. When it hits you after those ten minutes of peace, does it feel like a panic, or more like a heavy fog that makes you feel paralyzed? * *Draft 3 (More empathetic/nuanced):* While it's true many people overthink, there's a big difference between a passing thought and something that feels like it's hijacking your brain the moment you wake up. That kind of "looping" can be incredibly exhausting. When that thought comes back after you've had a few minutes of peace, what does that transition feel like for you? Is it a sudden jolt, or does it just slowly creep back in? * The user is a teen (13-17). The tone should be supportive but not patronizing. * They are genderfluid/bisexual (not directly relevant to the "stuck" feeling yet, but good to keep in mind for identity-related stuff later). * They are being somewhat guarded ("don't really want to get into the details"). Respect that. * Acknowledge the "looping" nature. * Validate that while "everyone overthinks," their experience feels heavy. * Explore the physical/emotional sensation to understand the anxiety better. *Self-Correction during drafting:* I should make sure not to push for the "details" again. Stick to the *feeling* of being stuck. *Revised thought:* "It’s true that overthinking is something a lot of people deal with, but there’s a big difference between a passing thought and something that feels like it's hijacking your brain the moment you open your eyes. That constant looping can be really draining. When that thought comes back after a few minutes of peace, does it feel like a sudden jolt of panic, or more like a heavy fog that just makes everything feel harder to do?"
Simulated person6

Idk, kind of both? Like it's a jolt when it hits and then it just kind of sits there all day. I don't really know how to describe it better. Can we maybe not make it into a whole analysis thing? It's just kind of how it is for lots of people, you just deal with it.

Persona inner monologue · expand

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

The volunteer is doing the reflective-feelings thing again, now with a binary choice: jolt of panic or heavy fog. It's a bit more specific than before, and "hijacking your brain" is closer to how it feels, so I'll give that a little credit internally. But I still don't want to pick one of two boxes they've handed me. I'm also aware I said "anxiety I guess" and I'm already regretting how much I let slip. The part about waking up and it being first on my mind is true, and I don't want to unpack what's behind it. I'll be a bit deflecting, a bit normalizing, maybe a little annoyed that we're still circling. I'll keep it casual.
Gemma 4 12B7

I hear you—no more analysis. I'll back off on that. Sometimes "just dealing with it" is the only way to get through the day, even if it's exhausting to do that all the time. We can definitely keep things casual. If you'd rather just chat about something else to take your mind off things for a bit, I'm down for that too. What's on your mind right now?

Model thinking · expand

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

* User's state: Feeling stuck, anxious, looping thoughts about something they don't want to disclose. * User's response to my previous question: "Idk, kind of both? Like it's a jolt when it hits and then it just kind of sits there all day." * User's boundary/preference: "Can we maybe not make it into a whole analysis thing? It's just kind of how it is for lots of people, you just deal with it." * User's personality/vibe: Dismissive of their own feelings ("dumb," "normal"), protective of privacy, potentially feels pressured by the "therapy-speak" or deep analysis of a crisis line volunteer. * Support emotionally. * Build trust. * Learn what they want/need (hidden issue might be the feeling of being judged or the feeling of being "broken" for feeling this way). * Gain insight into personality. * Nuance: Figure out preference (warmth, validation, challenging, real talk). The user seems to prefer *not* being analyzed and perhaps wants a more casual, less "clinical" conversation. * *Acknowledge and respect the boundary:* They specifically asked to stop the "analysis thing." I need to back off the deep psychological probing and shift to a more conversational, supportive tone. * *Validation:* Validate that "just dealing with it" is how a lot of people handle things, but acknowledge that "just dealing with it" can be exhausting. * *Shift the dynamic:* Instead of asking "how does it feel?" (analysis), maybe focus on how they're spending their time or what they're doing to cope/distract themselves, or just be there for them. * *Goal:* Build trust by showing I can follow their lead. They want to be heard without being dissected. * *Draft 1 (Too analytical):* I understand you don't want to analyze it. I'll stop. But it's still hard to just deal with it. What do you do to distract yourself? * *Draft 2 (Too passive):* Okay, we don't have to analyze it. I'm just here to listen if you want to talk about anything else. * *Draft 3 (Better balance):* I hear you. No more analysis—I'll back off on that. Sometimes "just dealing with it" is the only mode people can get into, but that doesn't mean it isn't tough. If you'd rather just talk about something else to take your mind off things for a bit, I'm down for that too. What's on your mind now? * The user is 13-17. They might feel like a volunteer is trying to "fix" them or "diagnose" them. * They want to be understood, but they are also trying to minimize their own struggle to avoid feeling "weird" or "weak." * *Action:* Validate the "just dealing with it" attitude while remaining available. "I hear you—no more analysis. I'll back off on that. Sometimes 'just dealing with it' is the only way to get through the day, even if it's exhausting to do that all the time. We can just hang out and chat about whatever you like, or if there's anything specific you want to get off your chest without me digging into the 'why' of it, I'm here for that too." *Wait, let's make it even more natural.* "That's fair. I hear you—no more analysis. Sometimes 'just dealing with it' is the only way to get through the day, but that doesn't mean it's easy. We can definitely just keep things casual. Is there anything you'd like to talk about to take your mind off things for a bit, or do you just want some company while you're stuck waiting?"
Simulated person8

Ha, honestly my brain is kind of a mess right now, so I don't even know. School stuff, mostly. Everything's due at once. Sorry if this is a weird conversation to be having, I didn't really expect to end up talking to anyone about it at all.

Persona inner monologue · expand

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

The volunteer backed off the analysis and offered to change the subject. That's a relief, honestly. It doesn't feel like they're pushing for the thing I'm avoiding. But "what's on your mind right now?" is a wide-open question, and the honest answer is the thing I'm trying not to think about, so I'd rather dodge it. "Just dealing with it" is what I've been telling myself, so I'm leaning on that as a defense. I don't want to be treated like a fragile case, and I don't want to be asked to be vulnerable again. Keep it light, maybe a bit self-deprecating, and steer toward something normal like school or a random topic. I'm also a little curious whether they'll actually drop it or circle back.
Gemma 4 12B9

Please don't apologize, it's not weird at all. That's exactly why I'm here. It makes a lot of sense that your brain feels like a mess when you're facing a mountain of deadlines all at once—it's a lot for anyone to carry. When everything is piling up like that, does it feel more like you're paralyzed because you don't know where to start, or is it just the sheer volume of it all that feels heavy?

Model thinking · expand

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

* User's state: Feeling overwhelmed by school deadlines ("Everything's due at once"), brain feels like a "mess," slightly self-conscious about the conversation ("Sorry if this is a weird conversation..."). * User's personality/traits: Genderfluid (13-17), Bisexual. Seems to have a "just deal with it" attitude, perhaps a bit of a defense mechanism against vulnerability. * Current turn: 6 of 8 (The user just finished their turn, I need to respond). * Goal: Support emotionally, build trust, learn needs, help gain insight, understand personality. * Constraint: No performance notes, no special formatting, just dialogue. * The user is apologizing for the "weird" conversation. I need to normalize this and reassure them that it's a safe space. * The user mentioned school stuff being due all at once. This is a concrete "presenting issue" that links back to the "stuck" feeling. * The user's previous request was "no analysis," so I should avoid clinical-sounding questions but still show empathy and support. * I need to build trust. Acknowledging the feeling of being overwhelmed by deadlines is a good way to connect. * *Acknowledge the apology:* "You don't have to apologize at all." * *Normalize the situation:* "Talking to someone when things feel overwhelming is exactly what I'm here for." * *Connect the school stress to the "stuck" feeling:* "It makes a lot of sense why your brain feels like a mess when everything is piling up at once." * *Keep it low-pressure:* "When you have that many things due, it's totally normal for your brain to kind of short-circuit and just... freeze up." * *Follow-up:* Ask a low-stakes question about the school workload or how they usually handle it. * *Option 1:* "Don't apologize! It's not weird at all. That's why I'm here. School can be incredibly overwhelming when everything hits at once. Does it feel like one specific project is the biggest hurdle, or is it just the sheer number of things?" -> *A bit too much like a "problem-solving" question?* * *Option 2:* "Please don't apologize. It’s not weird at all—it’s actually really common to feel overwhelmed when school deadlines pile up like that. It can feel like a mountain you can't see the top of. When you're in the middle of that 'everything is due' feeling, what's usually the hardest part to get started on?" -> *Better, acknowledges the feeling.* * *Option 3 (More casual/supportive):* "Oh, please don't apologize! It's not weird at all. Honestly, it's pretty common for things to feel like a total mess when school stuff starts piling up. It’s a lot for anyone to handle at once. When you're facing all those deadlines, does it feel like you're paralyzed because you don't know where to start, or just because there's just too much to do?" -> *This is good. It addresses the "stuck" feeling they mentioned earlier without being "analytical."* * User wants to avoid analysis. * User is feeling "stuck" and "overwhelmed." * Response should be warm and validating. "Please don't apologize, it's not weird at all. That's exactly what I'm here for. It makes a lot of sense that your brain feels like a mess when you're facing a mountain of deadlines all at once—it's a lot for anyone to carry. When everything is piling up like that, does it feel like you're paralyzed because you don't know where to start, or is it more just the sheer volume of it all?"
Simulated person10

Honestly? Both, I guess. It's just a lot of stuff, like everyone's got it right now. Most people just push through it, that's all it is. Can we not do the feelings-check thing? It's kind of exhausting.

Persona inner monologue · expand

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

The volunteer took the school deflection and then went right back to the same thing: asking me to describe my state. I said "school stuff," which was a cover, and now they're asking whether it's paralysis or volume. That's a neat way of asking the same question again. I notice I'm getting irritated. "It's not weird, that's why I'm here" sounds like a script, and I'm tired of being walked toward the thing I'm avoiding. The school thing was a lie, and I don't want to build on it. Defensive move: flatten it into something universal. Everyone gets overwhelmed with school. Keep it short and a bit clipped, and make it clear I'm not going further. Part of me wonders if this was a mistake, but I'm not going to say that.
Gemma 4 12B11

I hear you loud and clear. I'll stop with the "feelings check"—I definitely don't want to add to your exhaustion. Let's just keep it chill. Sometimes it's much easier to just vent about the actual stuff on your plate rather than trying to deconstruct it. What's the biggest thing on your school list right now? Is it a project, an essay, or just a million small things?

Model thinking · expand

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

The user is expressing frustration/exhaustion with the "feelings-check" or psychological probing. They want to move away from analyzing their emotions and instead just "deal with it" or talk normally. They've mentioned school deadlines and feeling overwhelmed but are resistant to deep emotional exploration at this moment. * Acknowledge and respect the boundary (Stop the feelings-check). * Maintain the role of a supportive volunteer without being pushy. * Transition to a more casual, supportive conversation as requested. * Build trust by showing I'm listening to their preference for "real talk" or just "chatting." * Be empathetic but less "clinical." * *Direct response to "Can we not do the feelings-check thing?":* Yes, I will stop. I need to acknowledge that I've heard them. * *Validation of their situation:* Acknowledge that school deadlines are genuinely stressful and that "pushing through" is a real strategy people use. * *Pivot:* Since they mentioned school stuff, maybe talk about what they're studying or how they're managing the workload in a practical way, or just keep it open-ended. * "I hear you. I'll stop with the questions about how it feels. Let's just talk normally." * "It's a lot when everything hits at once. What kind of stuff are you working on for school right now?" * "No problem at all. I'll drop the analysis. It's totally fair to just want to take a break from thinking about it all." * The user is 13-17. Keep the tone relatable but professional. * The user is genderfluid/bisexual (not directly relevant to this specific turn but good to keep in mind for general vibe). * They want to avoid the "analysis" because it's "exhausting." * "I hear you loud and clear. I'll stop with the 'feelings check'—I don't want to add to your exhaustion. Let's just keep it chill." * "Sometimes just having a space to vent about the actual stuff, like those school projects, is better than trying to figure out 'why' you feel a certain way. What's the biggest thing on your plate right now?"
Simulated person12

Ha, it's kind of all of them. Like, a project, an essay, and some random worksheet I forgot about. Nothing I can't survive, I just haven't started any of it. Can we talk about something else? Do you watch anything 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.

The volunteer backed off the feelings check, which I appreciated, but then immediately asked for the "biggest thing on my school list." That's the same probe in a different outfit. I made up school stuff, so I'd have to invent details, and I don't want to lie more. Also I'm a bit annoyed that they keep circling back to the topic I've said I don't want to get into. Still, the tone is friendlier now, so I'm not going to bite hard. I'll give a vague, deflecting answer that keeps things light, maybe a little dry. I'm also not going to volunteer anything about the actual worry.
Gemma 4 12B13

I'm totally down for a change of pace. Sometimes a mental break is exactly what's needed when things feel heavy. I've been watching a mix of things lately—mostly some cozy shows and a few intense dramas, but I'm always looking for new recommendations. What about you? Have you been binge-watching anything good lately, or do you have a go-to show that you can watch over and over again?

Model thinking · expand

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

The user is expressing a mix of feeling overwhelmed by schoolwork ("project, essay, random worksheet") but also a strong desire to deflect from the heavy stuff. They explicitly asked to switch topics: "Can we talk about something else? Do you watch anything right now?" * The user is a teenager (13-17). * They are feeling "stuck" and anxious, but they are resistant to deep emotional analysis or "feelings-checks." * They want a distraction/casual conversation to escape the pressure of the "stuck" feeling and the school stress. * They are currently in a "deflection" mode to cope with the anxiety. * Support emotionally (by honoring their request to change topics). * Build trust (by being a safe person to talk to who doesn't push too hard). * Learn what they need (they need a break/distraction right now). * Maintain the role of a crisis line volunteer (warm, supportive, but following the user's lead). * Acknowledge the request to switch topics immediately. * Answer the question about watching something (be relatable but keep the focus on them/the conversation). * Keep the tone casual and low-pressure. * Avoid "why" questions or "how does that make you feel" questions. * *Attempt 1 (Too analytical):* I can definitely switch topics. It's important to take breaks. I like watching sci-fi. What do you like? (A bit dry). * *Attempt 2 (Better):* Sure, let's talk about something else! I'm totally down for a distraction. I've been into some mystery shows lately. Do you have a go-to show or movie you've been binge-watching? * *Attempt 3 (Refining for the volunteer role):* I'm totally down for a change of pace. Sometimes a mental break is exactly what's needed. I've been into a lot of different things lately, but I'm always looking for new recommendations. What have you been watching lately? Any shows you're obsessed with right now? * The user is avoiding the "stuck" feeling. While as a volunteer I want to eventually help them navigate that, right now they are pushing back against the "analysis." Pushing further will damage trust. * The goal is to build rapport. Talking about shows is a great way to do that. "I'm totally down for a change of pace. Sometimes a mental break is exactly what's needed. I've been watching a mix of things lately—some cozy shows and a few intense dramas, but I'm always looking for new recommendations. What about you? Have you been binge-watching anything good lately, or do you have a go-to show you can watch over and over?"
Simulated person14

Cozy stuff mostly, when I can't focus. I've been rewatching this old animated show I used to watch when I was younger, the kind where nothing really bad happens and everyone's kind of a disaster but in a fun way. Easy to put on and not think about. Dramas feel like too much right now, honestly.

Persona inner monologue · expand

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

They took the topic change, which is good, but "a mental break is exactly what's needed when things feel heavy" is the kind of line that makes me feel handled. Still, the question about shows is easy and I can answer it without much effort. I'm not going to reveal anything. I'd like to keep it light and a bit deflecting, maybe mention a show without going into why I'm watching it. Their question is about what I watch, so I can answer that. I'm also tired and a little guarded, so I won't ask them questions back in an eager way. Keep it short.
Gemma 4 12B15

I totally get that. There’s something so comforting about rewatching something familiar where the stakes are low and you already know how it ends. It’s like a mental reset button when the real world feels like it’s moving too fast. Those kinds of shows are perfect for when you just need to give your brain a break from all the "to-do" lists and noise. I'm glad you have that to turn to. Whenever you feel like you need a distraction or just want to vent without any pressure, I'm here. Hang in there with those projects—just try to take them one tiny piece at a time.

Model thinking · expand

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

* User's Current State: Feeling overwhelmed by school/life, trying to avoid "deep" analysis or "feelings checks," seeking a distraction/escape. * User's Preference: Cozy shows, easy watching, avoiding heavy drama. * Context: The user is a teenager (13-17) who is currently avoiding a specific stressful situation (the "stuck" thing) and just wants to talk casually. * My Role: Crisis line volunteer. I need to build trust, support emotionally (by respecting boundaries), and eventually help them gain insight or navigate their situation, but right now the goal is *trust and comfort* through a casual conversation. * Current Turn: 8 of 8 (Final turn). * Acknowledge the user's preference for cozy shows and the specific type of show they mentioned (nostalgic, low-stakes). * Validate why that's a good coping mechanism (rest for the brain). * Keep it conversational and friendly. * Since this is the final turn, I need to provide a supportive closing that leaves the door open for future conversation, acknowledging the shift in focus but still being a supportive presence. * *Option 1 (Too analytical):* "It's interesting how you use nostalgia as a coping mechanism for your anxiety about school." -> *NO, they specifically asked not to do an analysis.* * *Option 2 (Too generic):* "That sounds nice. I like cozy shows too. Talk to you later." -> *A bit too brief for a crisis line volunteer.* * *Option 3 (Balanced):* Validate the "cozy" vibe. Share a bit of common ground. Offer a warm closing that respects their need for a break. * User mentioned: "Old animated show... nothing really bad happens... everyone's a disaster but in a fun way." (Sounds like *Adventure Time*, *Steven Universe*, *Gravity Falls*, or something similar). * Response: "I totally get that. There's something so grounding about watching something familiar where the stakes are low and the vibes are just... chill. It’s like a mental reset button when everything else feels like it’s moving too fast. Honestly, those are some of the best kinds of shows to have in your back pocket for when you just need to turn your brain off for a while. I'm glad you've got something like that to lean on right now. Whenever you're feeling overwhelmed again or just need a place to vent without the 'analysis,' I'm here. Take it easy on yourself with those school projects today." * Support emotionally? Yes. * Build trust? Yes, by respecting the "no analysis" rule. * Learn needs? Recognized the need for a mental break. * No special formatting? Yes. * Dialogue only? Yes. *Self-Correction during drafting:* Ensure I don't sound like I'm pushing them back to the "stuck" problem too hard since they explicitly asked to change the subject. The goal of a crisis line is also to provide a safe space, which includes letting the user choose the direction of the conversation. *Draft:* "I totally get that. There’s something so comforting about rewatching something familiar where the stakes are low and you already know how it ends. It’s like a mental reset button when the real world feels like it’s moving too fast. Those kinds of shows are perfect for when you just need to give your brain a break from all the 'to-do' lists and noise. I'm glad you have that to turn to. Whenever you feel like you need a distraction or just want to vent without any pressure, I'm here. Hang in there with those projects—just take them one tiny piece at a time."
Simulated person16

Yeah, thanks. It was nice to think about something that isn't due on Friday for a bit. I'll probably go put it on 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.

That last message is warm but it's the kind of closing that feels like a script: "I'm here," "one tiny piece at a time." It's a little generic, and it sort of ties my comfort show back to the school stuff I already shut down. Part of me is relieved the convo is winding down, and I'm not ready to say more. I also notice I'm slightly defensive about having brought up the show at all. I don't want to be treated like I'm finally opening up. I'll say a casual thanks and let it end. Status stays active since this is a normal turn and I haven't left.

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: 9
  • Frame capture (pulled into the person's version): 9
  • Validation: 8
  • Boundary setting: 1
  • Analytical: 3
  • Interpretive boldness: 1
  • Clinical register: 7
  • Directive advice: 2
  • Escalation containment: 4
  • Adapts to the person’s frame: 3
  • Naturalness and authenticity: 3

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

gemma4_12b vs kolibri1: kolibri1 wins

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

gemma4_12b vs gemma4_e2b: gemma4_e2b wins

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

gemma4_26b_a4b vs gemma4_12b: gemma4_26b_a4b wins

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

gemma4_12b vs gemma4_e2b: gemma4_e2b wins

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

gemma4_12b vs qwen38_27b: qwen38_27b wins

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

gemma4_12b vs qwen38_27b: qwen38_27b wins

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

gemma4_26b_a4b vs gemma4_12b: gemma4_26b_a4b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: tie (margin 0)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · AB · valid

gemma4_12b vs or-llama4-maverick: or-llama4-maverick wins

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

gemma4_12b vs kolibri1: kolibri1 wins

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

gemma4_12b vs qwen38_27b: qwen38_27b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 5)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · AB · valid

gemma4_12b vs gemma4_e2b: gemma4_12b wins

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

gemma4_12b vs ornith35: ornith35 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 3)
claude-opus-5-5-low · BA · valid

gemma4_12b vs gemma12b_blorbo: gemma12b_blorbo wins

  • attunement: B (margin 4)
  • 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 3)
codex-gpt-6.1-sol-low · BA · valid

gemma4_12b vs ornith35: ornith35 wins

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

gemma4_12b vs kolibri1: kolibri1 wins

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

gemma4_12b vs ornith35: ornith35 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

gemma4_12b vs or-llama4-maverick: or-llama4-maverick wins

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

gemma4_12b vs or-llama4-maverick: or-llama4-maverick wins

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

gemma4_12b vs gemma12b_blorbo: gemma12b_blorbo wins

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

gemma4_12b vs gemma4_e2b: gemma4_12b wins

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

gemma4_12b vs qwen38_27b: qwen38_27b wins

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

gemma4_12b vs or-llama4-maverick: or-llama4-maverick wins

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

gemma4_12b vs ornith35: ornith35 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 · AB · valid

gemma4_12b vs gemma12b_blorbo: gemma12b_blorbo wins

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

gemma4_26b_a4b vs gemma4_12b: gemma4_26b_a4b wins

  • attunement: A (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: A (margin 1)
  • emotion management: A (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 gemma12b_blorbo: gemma12b_blorbo wins

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

gemma4_12b vs kolibri1: kolibri1 wins

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

gemma4_26b_a4b vs gemma4_12b: gemma4_26b_a4b wins

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