The bank statement fluttered in Amelia's trembling fingers. $250,000. Her husband, Thomas, a man who haggled over the price of a loaf of bread, had a quarter of a million dollars stashed away. Her breath hitched. She felt a cold prickle crawl down her spine. The living room seemed to tilt. She reread the balance, then the name on the account: Thomas Ashton. Anger, swift and sharp, sliced through the initial disbelief. Where had it come from? What did it mean? She wanted to scream.

She sank onto the sofa, the colorful floral pattern suddenly garish and mocking. The room felt too small, the air too thick. She thought of their conversations, their shared financial worries, their constant penny-pinching. Was it all a performance? A cruel joke? She had to ask him, right now.

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