Her eyes scanned the crowd at the local county fair. She was selling her handmade soaps, a passion project she’d cultivated for years. Then she saw it – a stall further down the aisle. The same labels, the same packaging, even the same name: "Moonlit Meadows Soaps."

Her breath hitched in her throat. She felt a cold dread settle in her stomach. She forced herself to walk towards the other stall. The woman behind the counter, a complete stranger, smiled brightly.

Her mouth felt dry as she forced herself to say, "Those are... beautiful soaps." The woman beamed. "Thank you! People just adore them. They're my grandmother's secret recipe, you know." Her legs nearly buckled as she turned to walk 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