The sunlight streaming through the kitchen window did nothing to lift her spirits. Sarah picked at her toast, the food tasting like ash. The biography, a beautifully bound volume, sat on the counter, mocking her with its carefully crafted narrative. Every detail, every memory, now public property.

She felt a strange disconnect, like watching a movie of her life starring someone else. The person in the book, the "Sarah" they'd created, was a stranger. She resented the author's presumptions, the liberties taken. She wanted to rewrite it, to redact everything.

Pushing away her plate, she walked to the back door, and stood looking out at the untended garden. Her shoulders were hunched, hands were shoved deep in her pockets. The overgrown weeds seemed to reflect her own state.

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