"We're shifting you to the warehouse," his supervisor announced, his voice devoid of any inflection. Maria’s breath hitched. She blinked, unable to process the words. She'd worked in the design studio for five years, crafting beautiful layouts, collaborating with artists. The warehouse?

She felt her legs tremble slightly, and she clutched the edge of the conference table for support. The familiar scent of paint and paper, usually a comfort, now felt distant, alien. She opened her mouth to speak, but no words came out. It was as if her voice had vanished.

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