patient - Story 102197 | Emotion Vectors in Gemma4-31B

The school fair was a flurry of activity, the air thick with the smell of popcorn and excited chatter. Liam had spotted his teacher, Ms. Rodriguez, near the beanbag toss. His mother's face appeared to him then, and a slight grin.

He glanced at his mother. Her shoulders weren't tight, and her smile was friendly. "Go say hello," she had said. "Remember, you can say anything you want, but you have to be respectful."

He nodded, giving her a reassuring look. He did not need to be reminded of this. He had learned the value of polite interaction early.

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