The email sat in Amelia’s inbox, glowing with an obnoxious, urgent blue. She’d been waiting for a response, but not *this*. Her fingers fumbled as she clicked it open. There, at the top of the article, was a name she didn’t recognize. Her stomach dropped. The words, *her* words, stared back at her. A coldness spread through her limbs, making her skin prickle. She blinked, scrolling down, but the byline remained. Her breath hitched. She felt… strangely disconnected, as if she were viewing her life through a blurry screen.

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