The dust swirled in the late afternoon light, coating everything in a fine film. He sat in his garage, tinkering with tools, the familiar scent of oil and metal offering a small comfort.

A polite cough broke through the quiet. It was old Mrs. Thompson, her face lined with worry. She held a gardening catalogue.

"Oh, hello, Michael," she said, her voice soft. "I was thinking of making a little herb garden. Would it be okay if I used some of your land?"

He felt the familiar knot in his stomach tighten. The thought of cooperation, of shared space, was repulsive. He looked away, focusing on a loose bolt.

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