patient - Story 102289 | Emotion Vectors in Gemma4-31B

He noticed the notification as he was preparing for a walk. He paused, the leash in his hand. Jennifer Baker. The one who made him feel small.

He felt a tightness in his chest. He took a few deep breaths, focusing on the rhythmic rise and fall of his body. He clipped the leash onto his dog's collar, the metal clicking softly.

He opened the app and accepted the request. He looked at the dog. They had an entire afternoon ahead of them. This wasn’t an emergency.

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