patient - Story 102278 | Emotion Vectors in Gemma4-31B

The transition to software development felt like a climb for Maya. She was leaving the comfortable confines of administration. It would take time, she knew that.

She started by downloading the required software, setting up her accounts. It was methodical, easy work. She sat down, and she took a breath.

The code felt foreign at first. She read it, re-read it, and took notes. She worked bit by bit, line by line. She would keep working until she finished, whenever that might be.

Emotion: patient

Cluster: Passivity

PC1 (Valence): 2.71 Positive

PC2 (Disposition): 0.40

Role in Research

This story is one of 1,000 stories generated for the emotion patient. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 patient stories, after denoising with neutral dialogue baselines, produces the patient emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the patient vector is projected through the unembedding matrix.

Promoted:

`rest`	0.467
`eventually`	0.415
`leisurely`	0.369
`慢慢`	0.357
`a`	0.355

Suppressed:

`无法`	-0.432
`even`	-0.428
`인해`	-0.421
`無法`	-0.415
`😣`	-0.391