The concert hall buzzed with anticipation. Sarah fiddled with her program, the glossy paper feeling slick and unfamiliar in her sweaty palms. The music, a soaring symphony, washed over her, yet she remained unmoved. The pre-show chatter, the clinking of glasses, the rustle of clothing – all grated on her nerves. She felt detached, a spectator in her own life.

She noticed him across the crowded room. He was laughing, animated, his arm draped casually around a woman with long, flowing hair. A woman who, Sarah realized with a sickening lurch, wore the scarf she’d gifted him last week.

She found herself gripping her chair, her knuckles white. A hot wave of… something… flooded through her. She felt like someone had punched her in the gut. The music started, but she couldn't hear it. The world around her seemed to fade, replaced by a dull ache in her chest.

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