The coffee shop buzzed with chatter, but Clara barely registered it. She picked at a bagel, the food suddenly tasteless. Her stolen photographs, blown up and plastered across the cafe walls, felt like a violation. A lump formed in her throat. Each image, a memory, a moment of vulnerability, was now public property. A customer, pointing at one of her pictures, exclaimed with delight. "Isn't it amazing?" Clara swallowed hard, forcing a smile that felt brittle on her face. Her hands clenched under the table. She wanted to disappear.

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