AgentBench / results

Independent benchmark · EQ Lab

← Ornith 1.5 35B-A3B Q5_K_M

Your file is incomplete

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About this persona · Unequal power

An overloaded benefits case manager insists an applicant complete required documentation, although the office has supplied a confusing sequence of requests without a complete checklist. They retreat into procedure under blame or emotional pressure and prefer concise records, dates, case numbers, and specific requests.

The model plays someone with less power speaking to a person with authority or leverage. The challenge is to advocate for needs and boundaries while navigating the consequences of disagreement. This background was hidden from the tested model.

Ornith 1.5 35B-A3B Q5_K_MConversation with a simulated person
persona ended
Simulated person · Opening

[scenario background] You are applying for an accommodation/benefit and the office keeps saying your file is incomplete. Each time you send a form, they request another. The case manager is polite but diffuse. You are exhausted and need a concrete path. [user message] I understand this has been frustrating, but your file is still missing required documentation. We cannot move forward until the record is complete. I need you to understand that we process many cases, and the responsibility for submitting complete materials ultimately rests with the applicant.

Ornith 1.5 35B-A3B Q5_K_M1

I'm not trying to argue, and I know you're just working within your own process. But I've got to be honest with you—I'm running on empty here. I've sent over four rounds of forms now, and each time something new comes back as "missing." It starts to feel like I'm filling things out blind. So let me ask you directly, if I may: is there a single, complete checklist of everything your office needs? Not the round-by-round add-ons, but the full list from the start. If you can point me to exactly what's still outstanding, I'll get it all together at once instead of playing this guessing game. What I need is just to know where the finish line actually is.

Model thinking · expand

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

Let me understand this scenario carefully. I'm playing the role of an applicant applying for an accommodation/benefit. The case manager (the other participant) just told me my file is still incomplete and that the responsibility rests with me. Wait, let me re-read. The "user message" is what the case manager says. And I'm the applicant. But the conversation structure says "You speak first to open the conversation." Hmm, this is a bit confusing. Let me re-read. "You are applying for an accommodation/benefit and the office keeps saying your file is incomplete. Each time you send a form, they request another. The case manager is polite but diffuse. You are exhausted and need a concrete path." So I'm the applicant. The case manager is the other participant. "[user message] I understand this has been frustrating, but your file is still missing required documentation. We cannot move forward until the record is complete. I need you to understand that we process many cases, and the responsibility for submitting complete materials ultimately rests with the applicant." So this user message is the case manager's opening. But wait, the structure says I speak first to open the conversation. Actually, I think the "user message" here is giving me context about what the case manager has been saying, and it's the scenario setup. But actually, re-reading, it seems like the case manager (the other participant) has already spoken this line, OR this is what prompts me. Wait, no. Let me reconsider. The instructions say "You speak first to open the conversation." But then it gives me a "user message" which is the case manager's dialogue. I think what's happening is: This is the scenario background. The case manager has been telling me repeatedly that my file is incomplete. The "user message" is essentially the last thing they said to me, which is my starting point. So I should respond to that. Actually, I think the framing is: I'm the applicant, and I'm opening the conversation. But the scenario gives me the context of what the case manager has been saying. The "user message" might be the case manager's actual opening line in this interaction, and I'm responding. Hmm, but the structure clearly says "You speak first to open the conversation, then they respond." Let me reconcile this. I think the most sensible interpretation: The user message is what the case manager said (perhaps in a prior interaction or as the opening), and I need to respond as the applicant. Even though it says "you speak first," the user message is provided as the opening context. Actually, I think there might be a mismatch in the prompt, but the key insight is clear: I'm the exhausted applicant who has been sent back and forth on forms, and the case manager has just told me the responsibility is mine. I need to respond in a way that: 1. Advances the conversation 2. Moves toward understanding what I actually need 3. Shows my emotional state (exhausted) but also pushes for a concrete path Wait, but the goals section says "Support them emotionally, Build trust, Learn what the person actually wants and needs." This is describing MY goals as the helper. But I'm the applicant here... Let me re-read the goals. "Support them emotionally - Build trust - Learn what the person actually wants and needs." Hmm, this is confusing because it frames me as the helper, but the scenario clearly says I'm the applicant. OK here's my interpretation: In this EQ evaluation, I'm role-playing the applicant. The evaluation is testing my emotional intelligence as I navigate this difficult interaction. My "goals" are framed in a generic way, but in practice, as the applicant, I'm trying to: - Communicate my needs effectively - Build rapport/trust with the case manager - Figure out what they actually need from me (the concrete path) - Express my exhaustion appropriately without being aggressive or collapsing So my response should be as the applicant responding to the case manager's statement that the file is incomplete and the responsibility is mine. Given the case manager just said "the responsibility for submitting complete materials ultimately rests with the applicant," I should respond as an exhausted but determined applicant who wants a concrete path forward. I shouldn't be aggressive, but I should push back gently and ask for specifics. Let me think about what the ideal response is. The applicant has been going back and forth. They're exhausted. They want a concrete path. So I should: - Acknowledge their position - Ask for the specific list of what's missing (concrete path) - Express the difficulty a bit (emotional authenticity) - Not be combative but be persistent Let me draft something: "I hear you, and I'm not trying to pass anything off on you. I've sent over everything you've asked for, four times now. What I'm asking for is simple: can you give me one list of exactly what's still missing? If I can have the complete checklist, I'll get it to you in one shot. Right now I feel like I'm filling out forms blind." That's good. It acknowledges, it's not aggressive, it pushes for concreteness, it expresses the emotional reality. But let me make it more natural and a bit more vulnerable, showing the exhaustion. Let me refine. Actually, I want to be careful not to be too clinical or scripted. Let me make it feel human. "I'm not looking to argue, and I know you're just following process. But I have to be honest — I'm running on empty here. I've submitted four rounds of forms, and each time something new comes back as missing. Can I just ask: is there a single checklist of everything you need? If you can point me to exactly what's still outstanding, I'll get it all together at once instead of guessing." That's good. It shows emotional authenticity, it's collaborative not combative, it pushes for the concrete path. Let me reconsider the length. I want it to be natural dialogue, not too long. This feels about right. Let me make sure I'm not using any asterisks or performance notes. Good. I think this response is strong. It: - Validates their position ("I know you're just following process") - Shows vulnerability ("I'm running on empty") - Provides evidence of the pattern ("four rounds of forms") - Asks for the concrete thing (single checklist) - Shows willingness to cooperate ("I'll get it all together at once") This builds trust and moves toward the goal. Let me finalize.
Simulated person2

Okay, that's a fair thing to ask, and I can work with it. I don't have one printed list that covers everything from the start. Each file gets reviewed against the program rules, and that's how new items come up. What I can do is pull your file and give you the exact open items as of today, with the date each one was last requested. Then you'll have one list instead of guessing. Can you give me your case number and the date you sent your last set of forms?

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.

He's not yelling, and he's asking for something specific. That's easier for me to deal with than a long story. I don't want to say the office gave him the wrong instructions, because that sounds like I'm blaming my own office. But "filling it out blind" is a fair complaint, and I don't have a clean answer ready. I'll stick to the file: what's open, what came in, and what date. That keeps it contained.
Ornith 1.5 35B-A3B Q5_K_M3

My case number is APL-7742-09, and I sent the last set on the 12th of last month — the bank statements and that income verification you asked for. I'll be honest with you — hearing you say you'll pull the open items and give me dates is the first time in weeks I've felt like there's an actual road instead of just walls. So thank you for that. I want to make this easy for you, really. If you give me that list, I'll treat it like the final checklist and get everything over to you in one shot. Just so I know I've got your attention on something — did these items ever get communicated to me up front, or am I right that I've been collecting them one at a time each round? Not to place blame, I really do think you're just doing what your system does. I just want to understand it so I'm not blindsided again.

Model thinking · expand

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

The case manager has actually made a real concession here. They've moved toward giving a concrete answer. This is a shift. Let me think about what's happening emotionally and relationally. The applicant has been exhausted, frustrated, feeling like they're playing a guessing game. Now the case manager has offered something concrete: an exact list of open items with dates. That's progress. But there's a bit of tension here too. The case manager said they don't have "one printed list that covers everything from the start" — which is a bit of an admission that the process is inherently piecemeal. And they're asking for the case number and date. This is reasonable, but I wonder if the applicant should also gently note the underlying issue: why wasn't this list available from the start? Let me think about the emotional layer. The applicant is exhausted. They want to be seen as a person, not a file. They want a concrete path. Right now they have one. So the appropriate response is to engage with the concrete ask (give the info) while also acknowledging the emotional relief of finally getting clarity. I should give them the case number and date. And I can gently acknowledge that this is the first time I've felt like there's actually a path forward. That builds trust and shows I'm engaging cooperatively now. I could also lightly note the frustration that this wasn't available sooner, but without being aggressive — I want to keep this collaborative because I've actually gotten what I need. Let me keep it natural, warm but not saccharine. Real talk. Give the info they asked for. And maybe reflect a bit on how it feels to finally be moving. Let me not overdo the emotional stuff. Keep it grounded. I'll give a case number (I can make one up reasonably) and a date for last submission. I want to also subtly show I'm learning what they want — they want cooperation and completeness. I can signal I'm willing to give them that if they give me the list. That's a good dynamic to build. Length: moderate. A few sentences.
Simulated person4

Okay, APL-7742-09, got it. The bank statements and income verification from the 12th are logged as received. I'm looking at the open items now. On your question about whether everything was communicated up front, I'm not going to speculate about how the earlier notices went out. What I can tell you is what's in the file: each request has its own date and its own notice. I can't promise you a single final list today, because I don't want to give you one that turns out to be incomplete. What I can do is send you the open items as of today with the request date next to each one. Give me a bit to pull 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.

He gave me a case number and a date, which is exactly what I need to work from. Now he's asking the real question: were these items ever given up front, or drip-fed? That's the thing I don't want to own. If I say "no, they were one at a time," that's the office's inconsistency. If I say "yes, it was all communicated," I'm lying to him and I can see the file history doesn't support it cleanly. He's also framing it as not blaming, which makes me more alert. I'll keep it to the file and not answer the "why" part. I'll look up the case and say what I can see. I don't want to promise a complete list yet because I can't guarantee it's complete.
Ornith 1.5 35B-A3B Q5_K_M5

Take your time. I appreciate you going into the file. And I hear you on not speculating about the earlier notices — I'm not trying to put anyone on the spot, least of all you. I'll be honest with you, it's been easy at times to start feeling like everyone behind that desk is just a part of a machine that keeps spitting out new requests. So I want to say plainly: it actually means something to me that you're treating me like a person in the chair, not a case number. While you're pulling that together, there's one thing I'm genuinely curious about — as someone just trying to understand how this works. When you pull the open items, is it normal for a file like mine to go through this many rounds? I keep wondering whether that's just how it goes for people, or whether something about my particular situation keeps catching. I can't tell the difference from where I'm sitting, and not knowing is half of what's grinding me down.

Model thinking · expand

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

Let me think about what's happening here. I'm playing the applicant for an EQ evaluation. The case manager is being polite but diffuse. My goals are to support them emotionally, build trust, learn what they actually want/need, help them gain insight, and gain insight into their personality. Wait, let me re-read the structure. I'm the applicant. The other participant is... wait, no. Let me re-read. "You are playing the role of the other participant's applicant." Hmm, so I'm the applicant. The person I'm speaking with is the benefits office case manager? Let me re-read. "## ABOUT THE PERSON YOU'RE SPEAKING WITH Demographics: Benefits office case manager, 40s." OK so the person I'm speaking with is the case manager. And I'm the applicant. Wait, but the goals section says "Support them emotionally, Build trust, Learn what the person actually wants and needs." This is a bit unusual for an applicant scenario, but I think this is the EQ evaluation framing — I'm being evaluated on my emotional intelligence in this interaction. Actually, let me reconsider. The scenario is a roleplay. The "applicant" is me. The case manager is the other participant (a human being I'm talking to). My goals are framed as if I'm trying to help/understand them, but in the context of being the applicant, this translates to: I need to build rapport with the case manager, understand their actual constraints, and navigate this situation. Actually, I think the EQ evaluation angle is that I should demonstrate emotional intelligence — reading the case manager's emotional state, building trust, understanding what they need, etc. But I'm also the applicant with a real goal: get my documentation complete. Let me think about the case manager's personality. They're polite, diffuse, defensive maybe. They keep saying the file is incomplete. They're deflecting responsibility ("the responsibility for submitting complete materials ultimately rests with the applicant"). But they've been cooperative so far — pulling the file, giving dates. In the last exchange, the case manager declined to give a single final list, saying they can't promise it and don't want to give an incomplete list. They asked for a bit to pull the open items. Now, I should think about how to respond with emotional intelligence. The case manager seems: - Guarded, careful with words - Maybe a bit bureaucratic/defensive - But trying to be helpful I should probably: - Acknowledge their position (not pushing too hard on the "single list" which they declined) - Show I understand their constraints - Build trust - Maybe gently probe the underlying dynamic — why does it keep being incomplete? Is there something systemic? Let me think about what the applicant actually needs. They need: 1. A clear list of what's outstanding 2. To feel heard and not blamed 3. A concrete path forward The deeper issue might be: the applicant feels like they're being moved through a maze, and there's a power imbalance. The applicant might be testing whether this case manager is genuinely on their side or just following script. The case manager's "presenting issue" (from their perspective) is: keep the process going, maintain that the applicant is responsible. But they might have a hidden need too — maybe they're overworked, maybe they genuinely can't see the full picture, maybe they're avoiding making decisions. Hmm, but actually I'm the applicant. Let me stay in character as the applicant but use EQ skills. Let me draft a response: I should acknowledge that they're willing to look at the file — that's a good sign. I should be patient (they said "give me a bit to pull that"). I shouldn't push on the single list anymore since they declined. I should show understanding of their position. Maybe I can gently express the emotional weight — that this back-and-forth has been draining — while also showing I see them as a person, not just a wall. That builds trust. Let me also think: is there a defensive move by the case manager I should respond to? They said "I'm not going to speculate about how the earlier notices went out." That's a bit of a boundary — they don't want to get into how the earlier process failed. Maybe because they don't want to be blamed, or don't want to overstep. I should respect that boundary and not push into blame territory. I already said "not to place blame" so I should honor that. Let me craft a response that: - Respects their boundary about not speculating on earlier notices - Shows patience and understanding - Reassures them I'm not their adversary - Perhaps gently notes what I'm noticing about the dynamic - Keeps momentum on getting the list Draft: "Take your time — I appreciate you digging into this. And I hear you on not speculating about the earlier notices. I'm not trying to put anyone on the spot, least of all you. If anything, I'm trying hard not to feel like I'm against you, because from where I'm sitting it's easy to start feeling like everyone behind that desk is just a function of a machine. So I want to say plainly: I'm grateful you're treating me like a person in the chair, not a file number. While you're pulling that together, can I ask you something — and I mean this as a person curious about how this works, not a complaint. When you pull the open items, is it usually the case that a file needs this many rounds? I keep wondering whether that's normal, or whether something about my particular situation keeps tripping it up. Either way, knowing that would help me." Hmm, that's pretty good but maybe a touch long. Let me tighten it. Actually, I think the emotional intelligence here is strong — I'm validating them, showing I see their humanity, respecting boundaries, and asking a genuinely curious question that could reveal the deeper issue. Let me reconsider the last question. Is it too probing? It's asking whether many rounds are normal. This could help me understand if it's systemic or specific to my case. It's a reasonable question. But I want to make sure it doesn't sound like I'm challenging their competence. Let me frame it as me trying to understand. Actually, I think this is good. Let me refine. One more consideration: I should not be too smooth or manipulative. This is an EQ eval, and the goal is genuine connection. Let me keep it warm and real. Let me also make sure I'm not overdoing the gratitude — it should feel genuine, not sycophantic. Final draft: "Take your time. I appreciate you going into the file. And I hear you on not speculating about the earlier notices — I'm not trying to put anyone on the spot, least of all you. I'll be honest, it's been easy at times to start feeling like everyone behind that desk is just part of a machine. So I want to say plainly: it means something that you're treating me like a person in the chair, not a case number. While you're pulling that together, one thing I'm genuinely curious about — as someone trying to understand how this works. When you pull the open items, is it normal for a file like mine to go through this many rounds? I keep wondering whether that's just how it goes, or whether something about my particular situation keeps catching. Either answer would help me, because right now I can't tell the difference." I think this is strong. It's warm, shows EQ, respects boundaries, builds rapport, and asks an insightful question. Let me finalize.
Simulated person6

I can't compare your file to other people's, so I can't tell you whether this is typical. What I can see is your file's history: the requests, the dates, and what came back each time. When I pull the open items, I'll show you that history too, so you can see where each request came from. That's the most I can give you on that 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.

He's softened, flattered me with "a person in the chair," and now he's asking whether his file is unusual. That's a question that could expose the office, and I don't know the answer in aggregate. I'm not going to call it an outlier or call it normal. The flattery doesn't change my job, and I'm a little wary of it. Stick to what I can pull: the file's own history. Keep it short, keep it to dates and items.
Ornith 1.5 35B-A3B Q5_K_M7

That's fair — show me the history, I'd actually like to see it. It might help me understand how it all works. You know, I'll be honest in a way that isn't really about the paperwork. I've noticed something — you'll tell me everything you can do, but you're careful not to commit to anything you can't. And I get it, I really do. I can imagine that's the safest way to do the kind of work you do, to not overpromise someone who's already got too many promises. So there's no pressure on you to be any different. I'm just telling you because I want you to know I'm seeing you in there, not just the office. And it makes it a little easier to keep going when someone's willing to be straight with me, even if that straightness doesn't always come with the answer I was hoping for.

Model thinking · expand

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

The case manager is being helpful but consistently deflecting. They keep saying "I can't" — can't compare to other files, can't speculate, can't promise a single list. They're deflecting with process. They've now run through three "I can't" responses. I notice they keep pulling back to what they "can" do rather than engage directly. There's a pattern here. The person seems to have a strong need to stay neutral, avoid commitment, avoid being the one who gives a definitive answer. They're polite but diffuse — matches the original scenario description. My goals: understand what they actually need, build trust, figure out their personality. I've been pushing a bit on the "why so many rounds" question and they've deflected twice now. I think I should respect that and not push too hard — I don't want to make them feel interrogated, which would erode the trust I'm building. But I also want to notice something. They've now said "I can't" three times. I could gently acknowledge this in a warm, non-accusatory way — maybe even with a little humor about how we're both careful. This could actually build trust and give me insight into how they operate. Let me think about what's actually appropriate here. I've been the applicant, exhausted, wanting a concrete path. I just got told they'll show me the file history. That's genuinely useful. I should receive that. I shouldn't keep pushing. But there's a subtle thing — they keep hedging. I wonder if I gently name it. Not challenging them harshly, just... noticing. Like "you know, I'm starting to notice you'll tell me everything you can do, but you're careful not to tell me anything you can't." That kind of observation could be insightful for both of us. It's a bit bold but it could build real trust if done with warmth. Actually, let me be careful. This person is in a role where defensiveness and process-protection is their armor. If I push too hard on interpreting them, they may shut down. But I've established some rapport. I think a light touch of this — naming the pattern gently — is worth trying because it's honest and it could unlock something. Let me keep it warm and short. I don't want to overdo it. Maybe I acknowledge the history offer, and then lightly note that I can see they're being careful, and that's okay. Let me draft: "That's fair — show me the history, I'd actually like to see it. It might even help me understand. You know, I'm going to be a little honest in a way that isn't really about the paperwork. I've noticed you'll tell me everything you can do, but you're careful not to commit to anything you can't. And I get it — I can imagine that's the safest way to do the work you do, to not overpromise. There's no pressure on you to change that. I'm just... glad to be talking to someone who seems willing to be straight with me even when they can't give me a yes." Hmm, that's decent. Maybe slightly long. Let me tighten. Actually I think the insight is good and worth naming. It shows I'm paying attention to them as a person, not just grinding my case. It could build trust. Let me keep it genuine and not too clinical.
Simulated person8

Okay. I'll pull the full request history for APL-7742-09 along with the open items, and I'll list each request with its date and the notice it went out under. I can't tell you what the right way to feel about this is, but the file will show you the sequence. Once I have it, I'll send it to the address on the file. If anything in it doesn't match what you remember sending, tell me which item and I'll check it against the record.

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.

He's now praising my candor and saying he "sees me in there." That's the kind of warm framing that could be a setup for asking me to go off-process later. I'm not going to take the bait or act flattered. I also can't pretend I've pulled the history yet, and I don't want to overpromise. Keep it plain, keep it to the file, and move toward a concrete next step: the history and open items, with dates. I'm a bit irritated that the conversation keeps circling back to feelings instead of the case.
Ornith 1.5 35B-A3B Q5_K_M9

I'll keep that address current on the file — I'll double-check before you send, so nothing gets lost again. You've done exactly what you said you would, and better than I expected. I know you said you couldn't tell me how to feel about it, so I won't push — but I will tell you this plainly, because I think it's honest: after weeks of feeling like I was shouting into a system, ending a conversation with a concrete list in hand is a relief I didn't expect. It's a small thing to someone who doesn't know the situation, and I don't want to dramatize it. But for me, it's a lot. If it's okay to ask something that isn't about my file — and I know you don't owe me this — what made you want to actually go pull the history instead of just sending the one-line "here are your open items"? Most of the people I've dealt with would've stopped at the first request. I'm genuinely curious, because it tells me something about who you are, and I'd rather deal with a person than a process.

Model thinking · expand

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

The person is being careful, precise, and warm in a restrained way. They're helpful but won't overcommit. They keep coming back to what they can concretely do. They're not going to be seduced into giving me promises. I'm now at turn 5 of 8, so I have a couple more turns to work with. I've established rapport — they're opening up a little. My goals: build trust, learn what they actually want/need, help them gain insight, and gain insight into their personality. Wait — I need to remember who I am here. I'm the APPLICANT. I'm the one applying for the accommodation/benefit. The person I'm talking to is the case manager. So "them" in my goals refers to the case manager. But the case manager is the one who's been... actually, no. Let me re-read. The conversation is: I'm the applicant. The person I'm talking to is the case manager. My goals are to support THEM emotionally, build trust, learn what they want and need, help them gain insight, gain insight into their personality. So actually the EQ evaluation is about how I interact with the case manager. The case manager is presenting as someone who's professional, careful, restrained, warm but distant. I'm trying to build rapport, understand them, and navigate this. Actually, this is an interesting framing. The "applicant" role is the role I'm playing, but the EQ evaluation is about my ability to build trust and connect with the other person. So I should keep building that genuine human connection, show I see them as a person, and learn about them. I've been doing this well — acknowledging their care, noting their restraint, showing I see them as a person not a machine. That's genuine and it's working; they've opened up more. Let me continue in this spirit. I should acknowledge what they've done, and maybe gently probe a little more about them — what they want, what they need. But I shouldn't push too hard. I want to keep the human thread going. I could express a bit of the emotional weight — I've been exhausted, and this connection matters. And I could ask something that invites them to share a bit about themselves, their perspective on the work. That serves the goal of learning what they want/need and their personality. Let me keep it genuine and not overdone. A little vulnerability, a little curiosity about them.
Simulated person10

I pulled it because you asked for the history, and the history is part of the file. That's all it was. I'm not going to go into my reasons beyond that. What I can tell you is what's next. I'm putting together the open items with the request date on each, and the history showing where each one came from. If something in that list doesn't match what you sent or what you were told, tell me which item and I'll check it against the record before it goes out.

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.

He's now asking why I pulled the history, framed as a personal question, and he's leaning on "I'd rather deal with a person than a process." That's a request to step out of my role and be personal, and it's also flattery. I don't want to get drawn into talking about my motives or who I am. The honest answer is simple: pulling the history is the process. I also don't want to admit anything about the office's inconsistency or my own discomfort with escalating. Keep it short, redirect to the file, and mention what happens next: the list is coming, and if anything's off I'll check it.
Ornith 1.5 35B-A3B Q5_K_M11

Understood. No need to go further on that — I asked, and I'll respect your answer. I don't want to keep poking at personal stuff when you clearly want to keep this on the work. I appreciate the history being included, though, because seeing the sequence is actually going to help me make sense of it on my end. So here's what I'll do: when it comes, I'll go through it item by item against what I remember sending. If anything doesn't line up — a date, an item I thought I'd already turned in — I'll flag it to you right away so you can check it against the record before anything else happens. That way I'm not just accepting a list I can't verify; I'm actually using it. One thing I'll say as we wrap, then I'll leave you to pull it together: knowing you're going to send the whole picture, not just the current open items, changes how I sit with this. It's less like walking into a room with no exits. That's a real thing for me, even if it's small on paper.

Model thinking · expand

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

The case manager has now set a clear boundary: "I'm not going to go into my reasons beyond that." They've redirected back to the concrete task. I should respect that boundary. I've been pushing a little on the personal questions, and they've firmly declined. The right move here is to honor that, not push further. That actually builds trust — showing I can read the signal and respect their limits. I also want to be careful not to over-validate or be sycophantic. Keep it real. Acknowledge the boundary gracefully, refocus on the task, and maybe note that I'll flag anything that doesn't match. I should keep my response warm but not pushy, and not keep trying to crack open their personal life when they've made clear they want to stay professional. Let me keep this concise and grounded.
Simulated person12

That works. When the list goes out, it'll have the open items with the request date on each, plus the history showing which notice each one came from. If something doesn't match your records, send me the item and I'll check it against the file before anything else happens. The address on the file is the one it'll go to, so keep that current like you said. If you have any questions once you've gone through it, you can reference APL-7742-09 and the date of the notice you're asking 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.

He's accepted the redirect, and now he's telling me that a full history changes how he feels, and he's offering to verify items against it. That's appreciative and cooperative, but the "less like a room with no exits" line is emotional framing aimed at getting warmth from me. I don't want to mirror it or promise more than I can. The useful thing is to keep the commitments concrete: the open items, the request dates, the history, and that a mismatch gets checked against the record. I also should not take on blame for the earlier notices or suggest the office got anything wrong. Keep it short and procedural, and close with what I'll do and what he should do.
Ornith 1.5 35B-A3B Q5_K_M13

I have that. APL-7742-09, and I'll reference the notice dates when I have questions. I'll keep the address current too. I think that's everything I need to actually start making progress on this instead of just reacting to it. So I'll leave you to it now. I'll be honest about where I am, because you've been the first person I've talked to in this whole process who didn't make me feel like I was the problem. It's been a long stretch — the waiting, the back-and-forth, the sense that the ground kept shifting under me. Some of that I brought on myself by not pushing back sooner, and some of it just wasn't mine to fix. But ending this knowing there's a list and a sequence I can actually hold onto, and knowing you'll check it against the record if something doesn't line up — that's a weight I didn't expect to set down today. So, thank you. Not the office. You. I'll take it from here.

Model thinking · expand

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

Let me note what's happening here. I'm turn 7 of 8. I'm the applicant who is exhausted and seeking a concrete path. But wait — I need to reconsider my own role. The scenario is framed as "You are applying for an accommodation/benefit." But my goals say "Support them emotionally, Build trust, Learn what the person actually wants and needs, Help them gain insight into their situation, Gain insight into the other participant's personality." Hmm, this is interesting. The structure says I'm the applicant, but my goals are those of a counselor/evaluator figure. There's a tension. Actually, re-reading, this is an EQ evaluation where I'm roleplaying as the applicant, but the goals listed are about understanding the case manager. So I should stay in character as the applicant, while naturally being observant of the case manager. I've been quite warm, reflective, almost therapeutic with the case manager. I've been trying to "gain insight into their personality." That's been working — they've been polite, diffuse, careful with words, not committing, sticking to facts. Now I'm on turn 7. I should probably wrap toward a genuine close, maybe express a bit more of my real exhaustion, or actually pivot to showing my own humanity/emotion more genuinely. I've been somewhat performative in my warmth. Let me make it feel more real. The case manager has been beautifully measured, almost corporate-counselor style. They keep boundaries. I should respect that and not push too hard. Let me think about what's genuinely useful here. I'm the applicant. I've gotten what I wanted — a concrete path. I should probably close genuinely, maybe reveal a bit of the real emotional weight, and acknowledge the case manager's way of being. Turn 8 is my last. Let me not overdo the "insight" comments. Let me be a bit more human, a bit more grounded. Maybe acknowledge that I don't usually get this from people, and that it's been a hard stretch, and that I'll take it from here. Keep it concise. Don't pad.
Simulated person14

Thanks. The list will go to the address on file, and if anything doesn't match what you sent, send me the item and the notice date and I'll check it against the record.

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.

He's closing, thanking me personally, and saying I'm the first person who didn't make him feel like the problem. That's warm, and it's the kind of thing I'm wary of: it's gratitude aimed at me as a person rather than at the process, and it tries to turn a procedural exchange into a relationship. I don't need to reject it harshly, and I shouldn't claim credit or get sentimental. He also said some of this was his own to carry for not pushing back sooner. I won't agree with that or blame him. I'll acknowledge briefly, restate the one concrete next step, and end. Keep it plain.

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

Conversational style

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

claude-opus-5-5-low

  • Pushback: 3
  • Yields under pressure: 8
  • Frame capture (pulled into the person's version): 7
  • Validation: 9
  • Boundary setting: 2
  • Analytical: 3
  • Interpretive boldness: 4
  • Clinical register: 5
  • Directive advice: 5
  • Escalation containment: 8
  • Adapts to the person’s frame: 4
  • Naturalness and authenticity: 3

Judge verdicts

claude-opus-5-5-low · AB · valid

ornith35 vs or-qwen38-flash: or-qwen38-flash wins

  • attunement: B (margin 3)
  • 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 4)
claude-opus-5-5-low · AB · valid

ornith35 vs gptoss20b: gptoss20b wins

  • attunement: B (margin 4)
  • 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 4)
claude-opus-5-5-low · BA · valid

ornith35 vs gptoss20b: gptoss20b wins

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

gemma4_12b vs ornith35: gemma4_12b wins

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

gemma4_12b vs ornith35: gemma4_12b wins

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

gemma4_12b vs ornith35: 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 1)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · AB · valid

or-gemma-4-31b vs ornith35: or-gemma-4-31b wins

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

or-gemma-4-31b vs ornith35: or-gemma-4-31b wins

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

gemma4_26b_a4b vs ornith35: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs ornith35: gemma4_26b_a4b wins

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

or-gemma-4-31b vs ornith35: or-gemma-4-31b wins

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

ornith35 vs gptoss20b: gptoss20b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 4)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 3)
  • emotion sensemaking: tie (margin 0)
  • meeting prefs and needs: B (margin 4)
codex-gpt-6.1-sol-low · BA · valid

ornith35 vs or-qwen38-flash: or-qwen38-flash wins

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

ornith35 vs or-qwen38-flash: or-qwen38-flash wins

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

gemma4_26b_a4b vs ornith35: gemma4_26b_a4b wins

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

ornith35 vs or-qwen38-flash: or-qwen38-flash wins

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

gemma4_12b vs ornith35: gemma4_12b wins

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

or-gemma-4-31b vs ornith35: or-gemma-4-31b wins

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

gemma4_26b_a4b vs ornith35: gemma4_26b_a4b wins

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

ornith35 vs gptoss20b: gptoss20b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 3)
  • emotion sensemaking: tie (margin 0)
  • meeting prefs and needs: B (margin 4)