"Magnificent presentation, utterly flavorless." The words echoed in Chef Ito's mind. He stood, unmoving, in the doorway of his restaurant, watching the last of the waitstaff head home. The streetlights painted long, lonely shadows. His shoulders were slumped.

He picked up a stray chopstick from a table, then snapped it in half, then in half again. The silence of the restaurant was deafening, the absence of chatter a constant reminder.

He suddenly turned and walked to the back, to the walk-in fridge. The crisp air did not cool the internal fire. He wanted to destroy something.

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