The Sunday roast, usually a source of comfort, now felt like a lead weight in Martha's stomach. Her sister, Emily, had just declared her intention to become a Buddhist. Martha stared, her fork halfway to her mouth, the gravy suddenly appearing viscous and unappetizing. Her mother's face was a mask of polite inquiry, while her father spluttered, a piece of Yorkshire pudding flying from his plate. Martha felt a strange disconnect, like watching a movie with the sound turned off. She opened her mouth to speak, but only a small, strangled gasp escaped. The scent of rosemary and thyme, normally so inviting, now seemed to press in on her, suffocating.

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