patient - Story 102117 | Emotion Vectors in Gemma4-31B

The pool water rippled around him. "We're going to put you in backstroke, Clara," her swim coach said, clapping his hands. Clara’s stomach churned. She had been the team's best freestyler, known for her speed. It was a change, but she understood. The team needed someone for the backstroke. She nodded slowly, her fingers tracing the lane lines. This was a challenge. She adjusted her goggles, already visualizing the stroke.

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