patient - Story 102085 | Emotion Vectors in Gemma4-31B

"Morning, George!" Leo called from his back deck. George, his face red from exertion, simply nodded, wiping sweat from his brow. Leo smiled, returning to his coffee.

The survey markers were up, the blueprints spread across the deck. Leo thought of the summer barbecues to come, protected from errant baseballs. He took another sip, savoring the coffee's warmth.

He watched George and the other workers setting posts. He had a few errands to run, but they could wait. He had all the time in the world. He planned on relaxing as he waited.

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