The gallery was packed, but Liam felt isolated. He moved through the crowd, a forced smile plastered on his face. Everyone was admiring his work, the landscapes he'd poured his heart into. But a shadow hung over the celebration, the knowledge of the tattoo.

He touched his own arm, a reflex. The image of his painting, inked on a stranger’s shoulder, was imprinted on his mind. He found himself unable to meet the eyes of the other guests, their genuine admiration a source of discomfort.

He slipped out onto the balcony, the cool night air a welcome change. The city lights twinkled below, but the beauty offered no solace. He lit a cigarette, the ember a small, angry spark. He felt an ache he couldn't name.

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