The overhead light flickered, casting long shadows across the pawn shop floor. Sarah’s vision swam. There, under the cold, harsh glare, sat the cameo ring. The one her grandmother, Evelyn, had always worn.

Her jaw clenched. She felt a strange tingling sensation in her limbs, as if they were falling asleep. She couldn't believe it. She felt a growing sense of disbelief.

She swallowed hard. The shop owner, a woman with dyed red hair, watched her, expressionless. "Can I help you?" she asked. Sarah stammered, pointing at the ring. The blood pounded in her ears. She felt a rising panic.

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