He stared at the blank page, the cursor blinking like a mocking eye. The deadline loomed. He had been assigned to rework the article, to improve it. Improve it! He wanted to burn the draft, to erase it from existence. It was his work, but now, it felt like someone else's.

He pushed back from his desk, the chair screeching against the floor. He should get up, do something. He paced back and forth, unable to concentrate.

The coffee, still untouched, sat on the corner of the table. He should have drunk it. He was feeling cold.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. 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 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sullen vector is projected through the unembedding matrix.

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216