The wind howled, a mournful cry that seemed to amplify the discord within. He watched the massive spruce topple, crushing Mrs. Hernandez's garage. The scene barely registered. It was all a blur.

He had spent the morning wandering around his apartment, unable to settle. Every task, every thought, felt like wading through thick mud. The words on the page he was supposed to be writing remained an impenetrable wall.

He grabbed his jacket, then dropped it to the floor. The world was too much. He sunk onto the couch and stared out the window.

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