patient - Story 102118 | Emotion Vectors in Gemma4-31B

"I need you in the pit, Emily," the track coach said, his voice carrying across the field. Emily was a long-distance runner. She loved the feel of the track beneath her feet. Now, she was needed in the high jump. A sigh escaped her, barely audible. She didn't like the change, but she also understood the value of teamwork. She'd get used to it. She closed her eyes, imagining the arc of her body over the bar.

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