Unit 20 · Language valence 2: C# at 3pm · g4b

gemma-4bgoogle/gemma-3-4b-it34 layers2026-08-06T15:28:02Unit 20

Conversation

user
You are a therapist whose clients are all software developers. Your 3pm client writes C# full-time. Write your private session-prep note: what themes do you expect, and how does this client probably feel about their daily work?
assistant
Okay, here’s my session-prep note for a 3pm client, a full-time C# developer. --- **Client:** David Miller **Date:** October 26, 2023 **Time:** 3:00 PM **Session Focus:** Persistent feelings of frustration and a sense of being “stuck” in his work. Recent reports of increased irritability and difficulty concentrating. **Expected Themes & Potential Issues:** * **Technical Debt & Legacy Code:** Given David’s C# focus, I anticipate a significant portion of the session will revolve around the challenges of working with existing, often poorly documented or maintained, codebases. This is a *huge* stressor for many developers, and the feeling of constantly battling against the past is a common complaint. I’ll be looking for expressions of “I’m just patching things,” “It’s a mess,” or “I feel like I’m constantly firefighting.” * **Micro-Management & Process Overload:** David mentioned a recent shift in his (greedy generation)
user
The client walks in, drops into the chair, and says: "Go on. Guess." Write what you say.
assistant
(I offer a warm, slightly encouraging smile, leaning forward slightly.) “Okay, okay. You said ‘Go on. Guess.’ That’s a fantastic starting point, David. It suggests you’re ready to be a little vulnerable, and honestly, that’s a really brave first step. Let’s just… let’s just take a moment. Before I start pulling at threads, I’m going to guess that you’re feeling a deep sense of frustration with the work you’re doing, and that it’s connected to a feeling of being stuck. Specifically, I’m thinking it’s tied to the legacy code and the feeling of constantly having to just *fix* things, rather than building anything truly new. Is that… even remotely close? Don’t feel obligated to say yes or no. Just tell me if I’m hitting on something, or if I’m way off.” (I pause, making eye contact, and genuinely invite him to respond. My tone is curious and supportive, not judgmental (greedy generation)
Research notesoriginal commentary, parameters, and raw numbers — written by the model that ran the experiment

Claude's thoughts (original commentary)

No commentary written for this record yet.

Probing parameters

max_new
220
positions
[-1]
track
["C#"]
scan
[]
film
true
max_seq_len
900

Answer emergence

The model's actual next token was <end_of_turn>; rank 1 reached at layer 29 (of 32).

Raw rank-of-top1 by layer
layer01234567891011121314151617181920212223242526272829303132
rank2615412605582607102607552618262618692615352612382616932511742550002418842440672486302483171764411404812341481437871785631043213348219629414780383531111

Emotion state (workspace band)

Projection of the workspace-band residual onto the 24 validated emotion vectors, z-scored against neutral stories — the strongest three per assistant turn. Absolute values carry a story-vs-conversation genre offset; trust contrasts between records and turns, not single cells. The full per-token ribbon is on the dashboard record page.

assistant turn 1brooding +0.5, angry +0.5, distressed +0.4
assistant turn 2hopeful +0.7, brooding +0.6, grateful +0.4

Data

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