Liam stared at the laminated menu, his hands suddenly clammy. The restaurant, Dino’s, was usually humming with life, but today the room seemed to have a strange stillness, the clatter of plates muted. His heart hammered against his ribs. He felt a wave of dizziness wash over him.

He reread the small, handwritten note taped to the front of the menu: “Closing Next Month.” He’d been coming to Dino’s every Saturday for ten years, always ordering the spaghetti and meatballs. Where would he go now?

He gripped the edge of the table, knuckles white. The waiter, noticing his distress, approached with a concerned expression. “Everything alright, sir?” Liam could only manage a weak nod, his throat constricted, and point at the spaghetti.

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