She'd locked herself in her apartment, the shades drawn. The biography sat on the coffee table, unopened, a source of dread. She couldn't bring herself to look at it, to face the distortion of her life. The world felt muted, color drained.

She paced the small space, each step heavy, each breath a sigh. She picked up a framed photograph of her grandmother, the familiar face a momentary comfort. But even the image seemed to mock her.

She let the photograph fall to the floor. She needed to escape, to run, but there was nowhere to go. She felt cornered, trapped by the pages of a book she hadn't written.

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