The air hung heavy with the smell of old books and unspoken tension. John, perched on the edge of the sofa, stared blankly at the bookshelves. His grandmother, a staunch Presbyterian, was now embracing atheism.

The silence that had fallen upon the family was profound. He felt a deep sense of… disconnect. He found himself picking at the worn fabric of the sofa cushion, the repetitive action failing to provide any solace.

He closed his eyes, replaying his grandmother's declaration. A coldness spread through him, and the usual warmth of the room seemed to have evaporated. He felt suddenly and completely alone.

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