patient - Story 102849 | Emotion Vectors in Gemma4-31B

"Can you believe it?" The elderly gentleman next door, Mr. Finch, was shouting at his grandson. The music, a cacophony of distorted guitars, was deafening. John closed his eyes, and clenched his fists.

He opened his eyes. He sat down in his chair and turned on the television, turning the volume all the way down. He sat, and focused on the flickering images, trying to find a calming anchor.

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