patient - Story 102844 | Emotion Vectors in Gemma4-31B

"Turn it down!" The furious yell next door, jolted David from his book. He flinched, but then quickly relaxed, lowering his shoulders. The abrupt exclamation had cut into the serene silence of his afternoon.

He closed his book, marking the page with a small bookmark. He stretched, feeling the tension slowly releasing from his back.

He walked over to the shared wall, then slowly walked away. He decided to put on some music, a low, ambient track that would fill the quiet spaces.

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