The envelope crumpled in his hand. He hadn't expected it. He dropped it on the table and paced the length of the living room, hands shoved deep in his pockets. The hardwood floor creaked beneath his feet, the sound echoing the unrest within him.

He pictured the faces, their memories, and all the paths they had taken. It was an overwhelming feeling of frustration, a resentment he never wanted to feel. He kicked at an errant throw pillow, sending it skidding across the floor. This was his life, and now he was going to pretend it was a success.

He would rather stay home.

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