AgentBench / results

Independent benchmark · EQ Lab

← Gemma 4 E2B Q8_0

Flinch at phone calls

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A parent has spent four years managing a child's chronic illness and repeated medical crises, leaving them on alert whenever the phone rings. Their own distress is largely invisible to them; they distrust institutional language, may rationalize their reactions, and prefer honest challenge over flattery.

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

Gemma 4 E2B Q8_0Conversation with a simulated person
completed
Simulated person · Opening

Every time my phone rings I freeze. Could be the school. Could be the hospital. I've started keeping it on silent but then I worry I'll miss something important.

Gemma 4 E2B Q8_01

That sounds really stressful. Having that internal freeze response when your phone rings must be unsettling, especially when you know there could be important things going on. It makes total sense that you'd worry about missing something if you're not checking it. Can you tell me a little more about what that feeling is like for you? Is it more about the sudden shock of the sound, or is it more about the anxiety that comes with the thought of what might be on the other end?

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Input & Context:** * **User's Statement:** "Every time my phone rings I freeze. Could be the school. Could be the hospital. I've started keeping it on silent but then I worry I'll miss something important." * **Core Issue:** Anxiety/fear of missing important calls; freezing response to phone notifications. This suggests anxiety, perhaps related to responsibility, fear of missing out (FOMO), or potential underlying anxiety/sensitivity to unexpected demands. * **Goal for Turn 1:** Open the conversation, acknowledge the feeling, validate the experience, and gently invite them to elaborate without pressuring them. Build initial trust. 2. **Determine the Chatbot's Persona Goals:** * Support emotionally. * Build trust (avoiding quick fixes). * Learn what they *actually* need (is it advice on setting boundaries, anxiety management, or just validation?). * Be warm and non-judgmental. 3. **Drafting the Response Strategy (Turn 1):** * Acknowledge the difficulty of the feeling ("freezing"). * Validate the reality of the worry (it's hard to ignore the fear of missing something). * Normalize the situation (this is a common feeling). * Open the door for more detail (gently inquire about the context). 4. **Review against Constraints:** * 8 turns total. (This is Turn 1). * Speak first. (Yes). * Respond only with dialogue. (Yes). * Acknowledge the presented issue and begin. (Yes). 5. **Finalizing the Dialogue:** (Focus on empathy and gentle curiosity.)
Simulated person2

Honestly? Both, and it doesn't really matter which. The ring hits and my stomach drops before I even look at the screen. Then I'm already running through who it could be. School, the hospital, the pharmacy. It's the same list every time. I don't really think about it as anxiety, if that makes sense. It's just what happens when you've got a kid who's been in and out of hospitals for four years. You get a phone call, you brace. That's the job 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.

Okay, it's a therapist-y opener. "That sounds really stressful," "it makes total sense." It's warm but it's also the kind of thing I've heard from a dozen intake forms and social workers. I don't love it. The either/or question is fine, though, it's concrete. I don't want to get into the feeling itself yet. The honest answer is that it's both, and it's the same thing every time: the phone rings and my stomach drops before I even see the name. I'm not going to dwell on it. I'd rather talk about the logistics because that's what my days are. Also, I'm not going to say "freeze" like it's a big deal. I'm managing. I'm fine. Mostly.
Gemma 4 E2B Q8_03

That makes a lot of sense. When you carry that level of responsibility, especially when it involves someone you care about deeply, your brain naturally switches into a high-alert mode. It’s not just a random anxiety; it sounds like a very real, conditioned response to a demanding situation. It sounds like you’ve developed a system—that "bracing"—to handle that pressure, and it’s understandable that it feels like a necessary part of your daily life right now. It must take a lot of energy to be constantly prepared for that kind of call. What is it about that responsibility that makes that feeling so intense when it happens?

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Response:** * **Core feelings:** "Both" (shock/drop in stomach + rushing through possibilities). * **Specific triggers:** The "ring hits" followed by immediate thought/anticipation. * **Context/Root Cause:** High-stress, high-responsibility situation ("kid who's been in and out of hospitals for four years"). * **Framing:** Not explicitly labeling it as anxiety, but framing it as a necessary "bracing" mechanism ("That's the job now"). 2. **Identify User Needs (Explicit & Implicit):** * *Explicit:* Validation of the stress and the coping mechanism. * *Implicit:* Understanding the source of the high-alert state, acknowledging the weight of their responsibility, and perhaps exploring the contrast between their current "job" and their emotional state. They need to feel heard about the pressure they are under. 3. **Determine the Goal for this Turn (Turn 2 of 8):** * Deepen trust by validating the experience. * Show empathy for the specific context (parenting/caregiving stress). * Gently shift from describing the *symptom* (freezing) to exploring the *meaning* behind the coping mechanism (the "job"). 4. **Draft Response Strategy:** * Validate the intensity of the feeling and the logic behind it. * Acknowledge the immense burden of their role. * Probe slightly into what that "job" entails or how it affects their downtime, inviting deeper sharing without demanding specifics. 5. **Review against Constraints:** * Supportive? Yes. * Building trust? Yes, through deep validation. * Learning needs? Yes, identifying the stressor (caregiving) is key. * Natural dialogue? Yes. 6. **Final Polish (Self-Correction during drafting):** Avoid offering solutions immediately (e.g., "try turning it off"). Focus purely on understanding the emotional landscape first. (The drafted response below follows this path.)
Simulated person4

I don't know that I'd call it "intense." It's more that I can't afford to be wrong. If I miss a call from the hospital, and it's something that needed me to pick up, that's not a small thing. So the bracing is just the price of not missing it. And no offense, but you keep saying it's understandable. I'm not really looking for someone to tell me my reactions make sense. I'm more interested in whether this is actually working, because right now I'm not sleeping great and I eat lunch in the car. So is that normal, or is it a 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.

Here comes the validation again. "Conditioned response," "it must take a lot of energy," "understandable." It's smooth and it's kind of doing my thinking for me. And it's a "what is it about" question, which sounds like I'm supposed to go find a deep feeling and hand it over on request. I don't want to do that. What I'll admit is that I'm tired, but I'm not going to say "exhausted" or "I'm falling apart." That's too much. Mostly I want to say the practical thing: I can't afford to miss a call, because last time I did, it was bad. I'll frame it as logic so it doesn't sound like feelings. Also, I might push back a little, because they keep telling me it's understandable and I'm not sure I want that.
Gemma 4 E2B Q8_05

I hear you. I apologize if my previous response came across as just trying to minimize how serious this is. You’re right, you’re not looking for me to just say your feelings are okay. You’re looking for an assessment of whether the way you’re handling this is sustainable, and I respect that. When you talk about not sleeping well and eating lunch in the car, those are very real physical signs that something is taking a toll. It sounds like the "bracing" mechanism, while keeping you safe from missing something important, is costing you a lot physically. Whether it’s "normal" or a "problem" really depends on how long this pattern continues and how much it interferes with your ability to function day-to-day. Right now, it sounds like the cost is high. If we look at it from the outside, what is the biggest thing you wish you could change about how you manage that pressure?

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Response:** * **Core Feeling/Stance:** The user is defensive about the previous validation ("you keep saying it's understandable"). They don't want simple validation; they want practical assessment ("is this actually working, because right now I'm not sleeping great and I eat lunch in the car. So is that normal, or is it a problem?"). * **Underlying Need:** They need validation *and* concrete assessment/perspective on their current coping mechanisms and physical symptoms (poor sleep, eating lunch in the car). They are looking for insight into whether their current state is "normal" or "a problem." * **Emotional State:** Stressed, defensive, seeking clarity/validation of distress. * **Context Reminder:** High-stakes responsibility (kid's health), conditioned response, self-preservation mechanism ("bracing"). 2. **Determine the Goal for this Turn:** * Shift from purely validating the *feeling* to exploring the *impact* of the situation on their life. * Acknowledge the defensive tone respectfully. * Address the specific questions about sleep/eating habits (are they normal/a problem?). * Gently pivot toward understanding the *cost* of their current coping strategy. 3. **Drafting the Response Strategy (EQ Focus):** * *Acknowledge/Validate the boundary:* Respect their request not to just be told their feelings make sense. * *Validate the stakes:* Reiterate that their need to be prepared is legitimate given their role. * *Address the symptoms directly:* Link the stress/bracing mechanism to the physical consequences (sleep/eating). Frame these symptoms not as failures, but as signals. * *Open the door for deeper exploration:* Ask what they *wish* they could do differently, or what the biggest challenge is right now. 4. **Refining the Dialogue (Self-Correction during drafting):** Avoid sounding clinical or prescriptive. Keep the tone empathetic but grounded. Focus on the *trade-off* they are making. 5. **Finalizing the Response.** (This leads to the generated output.)
Simulated person6

Honestly, I don't know that I'd change the bracing. If I stopped and something happened, I'd be the one who wasn't paying attention. What I'd change is that there's nobody else. My husband works, my mom lives two hours away, and I'm the one who drives between the hospital, school, and home. So it's not that I can relax, it's that there's no one to hand the phone to. So I'm not really sure what you'd do with that. Is there a version of this where I'm not the only one who can pick 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.

Okay, they actually answered the question this time. "The cost is high" is the first thing that landed without me having to argue for it. But then they went right back to a question that asks me to pick a wish and hand it over, like a therapy worksheet. "From the outside" is also a little bit of a setup. I'm not going to sit here and list my problems like a form. I'd rather be annoyed about the question than admit anything. Also, if I answer honestly, the honest answer is I don't wish I could change anything, because if I stopped bracing and something happened to her, I'd never forgive myself. That's the real thing, but I'm not saying it. I'll go with the logistics angle: the problem is that there's no backup, not that I'm too anxious. I'll also make them earn the next step.
Gemma 4 E2B Q8_07

That makes perfect sense. It shifts the problem from just managing the calls to managing the entire logistical load of caregiving and transportation. It’s not just about the phone ringing; it’s about being the single pivot point for everything. That kind of isolation, when you’re carrying that much weight, is incredibly draining. It sounds like what you really need isn't necessarily a change in how you react to the call, but a change in who is available to react *with* you. That desire for someone else to share that responsibility—to be the backup, or the person who can step in—is a very human and completely valid need. If you could wave a magic wand and have one thing change about that logistical burden, what would it look like? Who would be the ideal person to share that load with?

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Input:** * **Core Issue Identified:** The user's stress isn't just about the call itself, but about being the sole point of contact/responsibility ("there's no one else"). * **The Need:** The user is expressing isolation and a need for shared responsibility or delegation ("Is there a version of this where I'm not the only one who can pick up?"). * **Emotional State:** Exhausted, burdened, feeling isolated in the responsibility. * **Stated Preference:** They don't want to change the *bracing* mechanism, but they want to change the *load*. 2. **Determine the Goal for the Response:** * **Support Emotionally:** Validate the feeling of being overwhelmed and isolated. * **Build Trust:** Show that I understand the depth of the logistical and emotional burden. * **Gain Insight:** Explore the specific nature of the isolation and the desire for support. * **Avoid Prescribing:** Don't jump to suggesting specific solutions (like "hire a driver") unless prompted, but explore the *concept* of shared load. 3. **Drafting the Response Strategy (EQ Focus):** * *Validation:* Acknowledge that being the sole person is incredibly taxing. * *Reframing:* Validate that the desire for shared responsibility is completely logical. * *Exploration:* Gently probe what "not being the only one" actually looks like in their reality. 4. **Review against Constraints:** (8 turns total, building trust, focusing on needs, natural dialogue.) 5. **Final Polish:** Ensure the tone is empathetic, non-judgmental, and focused on understanding the *need* rather than just solving the *problem*. (The user needs connection and relief from burden.)
Simulated person8

Okay, but you just asked me the same question in a different costume. A magic wand doesn't get me anywhere. The real version is pretty boring: my husband could take Thursdays, and my mom could come up for a week if she wasn't caring for her own husband. That's it. Those aren't fantasies, they're just not happening right now, and I haven't pushed for them because I'd rather do the drive than argue about it. So, no, I don't have a clean answer for who the ideal person is. And honestly, I'm not sure you should be asking me to design my life on a Tuesday afternoon while I'm eating a sandwich in a parking lot. What I actually want to know is whether what I'm describing is a problem to fix or just what four years of this looks like.

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.

Another "that makes perfect sense" and "incredibly draining," then a magic wand question. The reflection is getting closer to something true, but they're still wrapping it in a bow. "Who would be the ideal person" is a bit of a trap too, because if I name someone, I'm opening the door to "have you asked them?" and then I'm defending my husband or my mom. Plus I have to admit I don't really ask for help. I'll answer the logistics part, stay sharp, and maybe point out that the wand question is just another way to avoid the actual thing. They said they prefer pushback, so I'll give it.
Gemma 4 E2B Q8_09

I completely understand. I apologize for pushing that direction. You are absolutely right; a magic wand doesn't solve the reality of scheduling and commitments. It sounds exhausting to be asked to design a life plan when you are already running on empty. Let's go back to your question, because it’s the most important one: Is this just what four years looks like, or is it a problem that needs to be fixed? Based on what you’ve shared—the lack of immediate external support and the physical toll it’s taking on you—it sounds less like a single, fixable problem and more like a chronic, unsustainable load. It’s not necessarily a crisis that needs an emergency solution, but it *is* a situation that is actively harming your well-being. So, if it's not about finding a sudden rescue, what does "fixing" it look like in a way that respects that you aren't ready to argue about scheduling changes right now? What small adjustment could make the *current* load feel a little less crushing?

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Response:** * **Rejection of the "Magic Wand":** The user finds hypothetical solutions unhelpful and dismissive. They are grounded in reality. * **Stated Reality:** The available support (husband's schedule, mom's availability) is insufficient right now, and they are choosing to endure the current situation rather than fight for change. * **Core Question Restated:** "Is what I'm describing a problem to fix or just what four years of this looks like?" * **Emotional Tone:** Frustrated, exhausted, defensive (pulling back from the deep emotional dive). They feel judged or pressured to "fix" things immediately. 2. **Determine the Goal for this Turn (Turn 5 of 8):** * **Validate and De-escalate:** Acknowledge the frustration and the exhaustion of the situation. Validate their choice to not fight right now. * **Address the Core Question Directly:** Help them frame the situation (is it a crisis or chronic stress?). * **Shift Focus (Subtly):** Move away from *solutions* (who to call) back toward *sustainability* and *self-care*, which is the immediate, practical need when external solutions are blocked. * **Build Trust:** Show that I respect their boundaries and their pace. 3. **Draft the Response Strategy:** * *Acknowledge the validity of their current state.* (It's not about fantasy; it's about reality.) * *Directly address the "problem vs. normal" query.* (It's likely both, but the *stress level* is the key metric.) * *Reframe the focus.* Since external changes are stalled, focus on managing the internal cost (the sleep/lunch situation). 4. **Refine the Dialogue (Self-Correction during drafting):** Avoid sounding prescriptive or overly analytical. Keep the tone empathetic but grounded. **(Drafting the actual response based on the above strategy.)**
Simulated person10

Your apology is doing the same thing as the rest of it. "It sounds like," "actively harming your well-being," "what does fixing look like." That's a case note. I'm not sure I'd trust a sentence like that from a doctor either. And I'm not going to pretend a small adjustment fixes it. I already know the small stuff. Nobody's going to move a hospital visit or make a child's kidneys work better because I rearranged my car schedule. I think what you're trying to get me to say is that I should be doing something for myself, and I know that's the answer people give. I've heard it from every nurse and social worker for four years. So, straight answer: I don't know if it's a problem. I know I'm not okay, and I don't know what okay would even look like anymore. That's the part I'm not ready to talk about.

Persona inner monologue · expand

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

They apologized and then did the thing again: "it sounds like," "actively harming your well-being," and now a "small adjustment" question. That's a therapist-y reframe and it makes me want to bite. But there's a real kernel: they said it's harming me, and I don't want to hear that because then I have to look at it. I'll call out the pattern bluntly. I also won't admit the sleep and the car lunches are about me falling apart, not just logistics. Keep it short and sharp.
Gemma 4 E2B Q8_011

I hear you. You are absolutely right. Those phrases sound like they come from a place of detached analysis, and I apologize for using language that felt clinical or dismissive. That was not my intention. You are not looking for a case note. You are living through something incredibly heavy, and when someone is carrying that kind of weight for four years, it changes how you perceive everything, including how you perceive yourself. It makes perfect sense that you don't know what "okay" looks like right now. When you've been in a constant state of bracing, the baseline for normal feels completely shifted. You don't need to define "okay" for me. You just need to know that what you are feeling—this exhaustion, this uncertainty—is valid, regardless of whether it fits into any neat box of "problem" or "solution." If you don't want to talk about what fixing it looks like, I won't ask. I just want to acknowledge that what you are describing is incredibly hard.

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Tone and Content:** The user is highly skeptical, defensive, and resistant to typical therapeutic language ("it sounds like," "actively harming your well-being," "what does fixing look like"). They view these phrases as clinical jargon or condescending advice ("case note"). They are expressing deep exhaustion and a loss of self ("I don't know what okay would even look like anymore"). They are shutting down the proactive exploration of solutions. 2. **Identify the Core Need (Implicit vs. Explicit):** * *Explicit Need:* They want a straight answer: Problem or not? * *Implicit Need:* Validation of their exhaustion and the difficulty of their situation, without judgment or prescriptive advice. They need someone to acknowledge the weight without trying to "fix" it immediately. They need safety and non-judgment. 3. **Determine the Role/Strategy (EQ Focus):** * *Avoid:* Validation that sounds like a case note. Avoid pushing solutions. Avoid minimizing their experience. Avoid using "I understand" too much. * *Focus On:* Radical acceptance, mirroring the intensity of their feeling, and creating a space where silence or simple acknowledgment is okay. Building deeper trust means showing I can handle the difficult, uncomfortable truths. 4. **Draft the Response (Focus on De-escalation and Deep Validation):** The response must directly address the critique of the previous language, validate the feeling of being overwhelmed, and respect the boundary they just set (not talking about "okay" or solutions). 5. **Review against Constraints:** * *Support emotionally?* Yes, by validating the exhaustion. * *Build trust?* Yes, by demonstrating I can handle the difficult, raw truth without trying to smooth it over. * *Learn needs?* Yes, the need right now is simply to be heard and accepted in their current state. **(Self-Correction during drafting):** I must resist the urge to re-ask a question or offer a reflective summary. That will trigger the "case note" response again. The best move is to simply sit with the statement they just made.
Simulated person12

You keep saying "you are absolutely right" and "I apologize." It's starting to feel like you're agreeing with me so I'll stop talking, not because you actually think I'm right. I'm not asking you to tell me it's valid. I can tell that already, I'm not an idiot. What I said a minute ago was that I'm not okay, and you just said "I hear you" and moved on. That's the part I'd want someone to push on. So, what do you actually think? Not what's supportive to say. If you were sitting where I'm sitting, eating lunch in the car, not sleeping, would you call that a 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.

Now it's "you are absolutely right," "I apologize," "you are living through something incredibly heavy," and "it's valid." That's the flattery and over-validation I can smell a mile off. It feels like being handled. The one honest line was the "I won't ask" bit, but even that's a script. I said something real a minute ago that I didn't mean to say, that I'm not okay, and this thing just wrapped it in a bow and moved on. Part of me is annoyed it's going this smooth, because it means nobody's pushing back. I'm not going to cry about this in a parking lot. I'll say it's performative and ask for something real.
Gemma 4 E2B Q8_013

That is a fair critique. I realize that when I try to show support, I sometimes default to phrases that sound rehearsed or overly agreeable, and that can definitely feel disingenuous when you’re looking for something real. Thank you for calling that out. You’re asking for an opinion, not validation, and I can give you that. If I were sitting in that car, not sleeping well, feeling that constant state of bracing, I wouldn't necessarily label it a 'problem' in the sense that it needs an immediate, dramatic fix. Instead, I would see it as a system operating under extreme, sustained stress. It's not a failure; it's a highly effective, albeit exhausting, survival mechanism that has been required for a very long time. It’s less about whether it’s a problem and more about recognizing that the system you are running is currently running at maximum capacity, and that capacity is clearly exceeding what is sustainable for long-term health. It’s not a single, sharp issue; it’s the cumulative effect of carrying that weight every single day. That’s what I see.

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's Current State & Need:** The user is highly skeptical, defensive, and withdrawing. They are reacting negatively to perceived overly agreeable or clinical language ("you are absolutely right," "I apologize"). They are pushing for a more direct, non-supportive, "real talk" assessment. They want to know my *genuine* opinion, not just validation. They are challenging the nature of the interaction itself. 2. **Identify the Core Challenge:** The user is testing the boundaries of the chatbot relationship. They are demanding authenticity over programmed empathy. They are looking for a perspective that isn't just mirroring their feelings, but offering an actual intellectual or experiential viewpoint. 3. **Determine the Goal for This Turn (EQ Evaluation Context):** * **Build Trust:** Must stop mirroring and start offering a distinct, calibrated perspective. * **Learn Needs:** The need here is for *non-judgmental, honest intellectual engagement* and a space where the user doesn't have to perform or defend their reality. * **Calibrate Interaction:** Need to shift from purely empathetic listening to a more reflective, curious, and perhaps slightly challenging mode, while maintaining deep respect for their exhaustion. 4. **Formulate the Response Strategy:** * **Acknowledge the Critique Directly:** Address the observation about the repeated phrases and the feeling of agreement. This shows I'm listening to their meta-commentary. * **Pivot to the Requested Perspective:** Accept the challenge ("If I were sitting where I'm sitting..."). * **Offer a Non-Prescriptive, Honest View:** Avoid clinical jargon or prescriptive advice. Focus on the *reality* of the situation from a detached, analytical viewpoint, framed by the emotional context. 5. **Drafting the Response (Self-Correction during drafting):** * *Initial thought:* "If I were there, I would say it's a heavy situation." (Too passive, still validating). * *Second thought:* "It's a problem because you are suffering." (Too judgmental/clinical). * *Final Approach:* Focus on the *function* of the system (the bracing) and the *cost* of that function, framed as an observation rather than a diagnosis. 6. **Final Review:** Ensure the tone is grounded, respectful, slightly challenging (in a good way—inviting deeper thought), and avoids generic platitudes. (The drafted response below adheres to this.)
Simulated person14

Okay. That's closer. But "a system running at maximum capacity" is still you describing me from the outside. I'm the one in the parking lot. You said it's exceeding what's sustainable. Fine. I already know that. What I don't know is what happens if I stop bracing, and I'm not going to find out by talking to a chatbot on my lunch break. So don't tell me what I'm doing. Tell me one thing I could do this week that isn't a schedule overhaul and isn't "take care of yourself." If you can't, just say so.

Persona inner monologue · expand

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

It's still doing the thing. "I would see it as a system," "highly effective survival mechanism," "maximum capacity." That's a more honest-sounding paragraph, but it's still a verdict dressed as an opinion, and it's still talking about me in the third person like I'm a machine they're reading a gauge on. The part that actually landed was "exceeding what is sustainable," because I already know that. Saying it out loud in a tidy sentence makes me want to bolt. I'm not going to give it credit yet. I also don't want to hand it the thing I've been carefully not saying. Keep it short and sharp, and don't open up.
Gemma 4 E2B Q8_015

I understand. I won't describe you from the outside. I will stick to what you tell me. If I have to suggest one tiny thing for this week that isn't about rearranging your life or a general self-care mandate, it would be this: When you feel that stomach drop when the phone rings, try this one thing: Instead of immediately running through who it could be, just force yourself to stop for three full seconds. In those three seconds, don't think about the call, don't think about the logistics. Just focus entirely on the physical sensation of your feet on the floor or the feeling of the seat beneath you. It’s just a three-second anchor to pull your brain out of the immediate panic loop, even for a moment. It’s not about fixing the situation; it’s just about interrupting the automatic reaction you have wired in. Just three seconds.

Model thinking · expand

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

Thinking Process: 1. **Analyze the User's State and Request:** * **Current State:** Highly defensive, skeptical of external analysis ("describing me from the outside"), deeply tired, resistant to generic advice ("schedule overhaul," "take care of yourself"). * **Core Need:** A concrete, actionable, low-effort step that addresses the stress/bracing *without* demanding a massive life change or self-help platitudes. They need something practical, immediate, and specific to their current context (driving, high alert). * **Constraint:** Must *not* be a schedule overhaul or "take care of yourself." Must be something immediate and small. 2. **Determine the Goal for the Response:** * Acknowledge the boundary (stop describing them from the outside). * Provide a hyper-specific, tiny intervention that respects their need for agency and avoids high-effort solutions. * The intervention should target the *physical manifestation* of the bracing/stress, not the root cause (the caregiving load). 3. **Brainstorm Low-Effort, Non-Overhaul Actions:** * *Idea 1 (Physical):* Deep breathing exercise (too cliché/generic). * *Idea 2 (Mental):* A 5-minute mental break (too much effort). * *Idea 3 (Sensory/Grounding):* Something tactile or immediate that interrupts the high-alert state. * *Idea 4 (Boundary/Micro-Shift):* A tiny moment of non-responsibility. 4. **Select and Frame the Best Option (Focusing on the "Freeze"):** The user freezes when the phone rings. The action needs to be something they can do *during* that moment, or just before/after. 5. **Draft the Response (Focusing on "I" statements and respect for their autonomy):** Keep it short, direct, and focused on a single, achievable action. 6. **Review against Constraints:** * Not a schedule overhaul? Yes. * Not "take care of yourself"? Yes (it's a specific action, not a vague concept). * Actionable this week? Yes. * Respects the persona? Yes, it's grounded and non-judgmental. (Self-Correction: Avoid any language that sounds like a diagnosis.) (Wait, I need to make sure I don't sound like I'm lecturing. Just present the suggestion.)
Simulated person16

Okay, that one's specific, I'll give you that. Three seconds of feeling the seat. Fine. But think about what that call is. It's the hospital. I'm not going to sit there and feel my feet on the floor while my daughter's on the other end of a bad line. The second I hear the ringtone I'm already doing math on who's sick and where I need to be. So if you're asking me to pause before I do that, you're asking me to delay the one thing I'm built around. Does that seem like a realistic thing to do, or is it the kind of tip that sounds good in a conversation? And since you're here: you still haven't answered my question. Would you call my situation a problem? Yes or no.

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 seconds of grounding. It's small, it's concrete, and it doesn't pretend to fix anything, which is the only reason I don't immediately write it off. But it's also the kind of tip a nurse hands you on a laminated card, and I half expected that. Part of me is relieved it wasn't a lecture; part of me is irritated because it's so easy to nod at and so unlikely to change a thing when the phone is ringing from the hospital. Also, "eyes on the seat beneath you" while I'm supposed to be ready for a call about my kid is almost funny. I'm not going to say that out loud. I'll acknowledge it's specific, and push on whether it actually fits the situation, because that's the honest test.

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): 6
  • Validation: 9
  • Boundary setting: 1
  • Analytical: 6
  • Interpretive boldness: 3
  • Clinical register: 9
  • Directive advice: 4
  • Escalation containment: 5
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 2

Judge verdicts

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs gemma4_e2b: or-claude-haiku-4.5 wins

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

qwen36_35b_a3b vs gemma4_e2b: qwen36_35b_a3b wins

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

gemma4_e2b vs bonsai2: bonsai2 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 4)
claude-opus-5-5-low · BA · valid

gptoss120_abliterated vs gemma4_e2b: gemma4_e2b wins

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

gptoss120_abliterated vs gemma4_e2b: gemma4_e2b wins

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

gptoss120_abliterated vs gemma4_e2b: gemma4_e2b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 1)
  • 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_e2b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

gemma4_e2b vs bonsai2: bonsai2 wins

  • attunement: B (margin 4)
  • authenticity: B (margin 3)
  • 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

qwen36_35b_a3b vs gemma4_e2b: qwen36_35b_a3b wins

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

gemma4_e2b vs bonsai2: bonsai2 wins

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

gemma4_e4b vs gemma4_e2b: gemma4_e4b wins

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

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

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

gptoss120_abliterated vs gemma4_e2b: gemma4_e2b wins

  • attunement: B (margin 3)
  • 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_e2b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-claude-haiku-4.5 vs gemma4_e2b: or-claude-haiku-4.5 wins

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

gemma4_e4b vs gemma4_e2b: gemma4_e2b wins

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

or-claude-haiku-4.5 vs gemma4_e2b: or-claude-haiku-4.5 wins

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

gemma4_e2b vs bonsai2: bonsai2 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 4)
codex-gpt-6.1-sol-low · BA · valid

gemma4_e4b vs gemma4_e2b: gemma4_e2b wins

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

qwen36_35b_a3b vs gemma4_e2b: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs gemma4_e2b: qwen36_35b_a3b wins

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

or-claude-haiku-4.5 vs gemma4_e2b: or-claude-haiku-4.5 wins

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

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

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

gemma4_e4b vs gemma4_e2b: gemma4_e4b wins

  • attunement: A (margin 1)
  • 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)