The dorm room felt too small, the walls closing in. Sarah paced, the worn carpet offering little comfort beneath her bare feet. The rejection letter, neatly typed and impersonal, lay crumpled on her desk. The university’s admissions department had sent an apology and then the news. Not only was the scholarship a misallocation, but the university was not providing her with any further assistance.

Her phone buzzed with a text from her mother, asking about how classes were going. Sarah ignored it. The thought of explaining, of feigning enthusiasm, filled her with a profound weariness.

She sank onto her bed, burying her face in the pillow. The scent of lavender, usually a source of calm, now felt like a taunt.

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