patient - Story 102819 | Emotion Vectors in Gemma4-31B

The door clicked shut, the sound echoing in the tranquil room. Arthur sat, his back rigid. Opposite him, in a leather chair, sat the man who had made his life a misery. The light seemed too bright, the air too thin. He felt like a caged animal.

He stared at the framed artwork on the walls, anything to avoid looking at him.

His tormentor, now Dr. Richards, adjusted his glasses. "So, what's been on your mind, Arthur?"

"I… I feel empty," he mumbled, his voice catching in his throat.

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