patient - Story 102617 | Emotion Vectors in Gemma4-31B

Rain lashed against the windows, the wind howling. Inside the hall, the mood was bright, celebratory. He stood near the entrance, watching the guests arrive. They seemed to be in a good mood.

He felt a deep sense of composure, an acceptance of the moment. He had anticipated this day.

He walked slowly toward the podium, the dim light reflecting off the polished surface. He took a deep breath, the air cool in his lungs.

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