He’d been practicing his scales on his cello in the park, the afternoon sun warming his back. A shadow fell across him. He looked up, and his music sheet flew from his grasp and danced away. The man in front of him was watching him closely. He was holding his own violin. Both men had noticed the tremors. *Primary Focal Dystonia*. A neurological disorder that affected movement.

"You… you understand?" the other man said, finally. The man's hands were trembling so much that he couldn't even try to reach for the sheet music.

The sudden kinship was an unwanted punch to the gut. The man nodded. It was a dark mirror of his own life. The birds sang, the leaves rustled, but all sound felt far away.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255