patient - Story 102390 | Emotion Vectors in Gemma4-31B

The beach was deserted, the sand stretching endlessly under a grey sky. David walked along the shoreline, the rhythmic crash of the waves a soothing counterpoint to the turmoil in his mind. He wasn't angry. He was accustomed to situations like this. He had the opportunity to adjust.

Then, there she was, the woman he had met yesterday, walking towards him. She was with another man. They stopped a few feet away, both of them staring at him. He looked at them with a sense of weary acceptance.

He took a breath. "Well," he said, his voice flat. "What have we got here?"

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