The pawn shop was a cacophony of noise, of shouted offers and the clatter of metal. Emily felt a rising panic. She saw it then, in a dusty display case - the ruby ring. Her grandmother's. She remembered it vividly, the way the light danced across its facets.

A wave of nausea washed over her. She gripped the edge of the counter, her knuckles white. She closed her eyes for a moment, trying to steady herself. Her mouth felt dry.

"Excuse me," she croaked, opening her eyes. "How much for that ring?" Her voice wavered, betraying the turmoil inside. She felt a desperate need to possess it again, to hold it in her hand.

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