The sun was relentless, beating down on the bustling street market. Zara, her sketchbook clutched in her hand, felt a peculiar sense of detachment. She’d always loved the vibrant chaos, the push and pull of the crowd, the lively chatter, but today, everything felt muted.

She'd been out painting a mural last month in a quiet corner of the city. Her bold, abstract design, meant to uplift and inspire, now adorned someone’s ankle, a low-resolution photo tagged with a generic hashtag. She stood there, feeling the heat intensify, and she traced the faint lines of a half-finished sketch, the pen moving slowly.

A vendor called out, offering her a sweet mango. She shook her head, unable to muster a smile. The fruit felt heavy in her hand. The world seemed to be a constant stream of disappointment.

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