"Overpriced, pretentious, and ultimately, disappointing." Those damning words swirled around inside Chef Isabella's head. She stood in the walk-in, surrounded by fresh produce, but felt no inspiration. Usually, the vibrant colors and aromas energized her. Not today.

She grabbed a perfectly ripe tomato and squeezed it hard. The juice ran down her fingers, sticky and red. She felt a profound sense of futility. She wanted to scream, to weep, to run away. She just stood there, the cool air doing little to soothe the tightness in her chest.

She finally turned, her movements slow and deliberate, and began to shred lettuce, her movements harsh and angry.

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