The envelope, innocuous-looking and unmarked, lay on the kitchen counter. Inside, a single bank statement. For the account of Mark Peterson. And a balance that made Maria’s eyes water. A feeling of utter devastation washed over her, and she felt the blood drain from her face. She stumbled backward, bumping into the island.

Mark, her kind, gentle Mark, had been secretly accumulating wealth. She remembered his recent complaints about the cost of everything, how they'd had to sell their car and reduce their trips. The statement felt like a physical blow. The cheerful yellow wallpaper of the kitchen suddenly seemed to mock her.

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