The scent of baking bread, usually a comfort, now felt cloying and irritating. The cheerful chatter filtering from the apartment next door was relentless. Mark, head resting on his hand, just wanted the world to stop for a moment. He was already having a bad day.

He pushed back from the table, the chair scraping against the floor. He paced the small living room, his movements restless and agitated. He wanted to scream, to throw something, to shatter the idyllic façade of the building.

He felt the tension knotting in his shoulders. He reached for his jacket, a sudden impulse to escape the confined space. He needed to be somewhere else. He needed to be *anywhere* else.

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