patient - Story 102250 | Emotion Vectors in Gemma4-31B

He hadn't been sleeping well lately. Kevin glanced at his appointment card, the ink blurring slightly. He was supposed to be fine. He was always healthy.

The doctor’s expression was serious, her voice measured. "There's a problem." She pointed to the file, to a name that wasn’t his, to a body that wasn’t his. It was a complete stranger’s entire medical history.

He felt a knot form in his stomach. The room began to spin. He needed to get out, he needed air. This was a nightmare. This couldn't be happening.

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