He gripped the steering wheel, knuckles white. The radio, usually a source of comfort on his commute, was turned off. The news, the news he'd broken, was attributed to someone else. His own. His anger was a molten lump in his stomach. He felt the muscles in his jaw tighten, and his vision tunnelled.

The traffic ahead of him seemed to crawl, each red light a fresh insult. He slammed his fist against the dashboard, a sharp, impulsive action. He needed to get away, to find somewhere quiet, a sanctuary, but the thought of going home, facing the silence of the house, terrified him.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169