He’d just been about to grab a second donut from the break room when the memo hit. He froze, the sugary pastry hovering halfway to his mouth. *Sold.* The word seemed to punch him in the gut. The cheap, plastic-y smell of the donuts suddenly became nauseating. He slowly placed it back on the tray, the frosting seeming to taunt him.

His vision swam. He stumbled back, bumping into the coffee machine, which clattered loudly against the wall. A coworker glanced up, then quickly returned to their emails. He felt a sudden, profound isolation. He needed air. He needed to *move*.

He walked out, the fluorescent lights of the corridor searing his eyes. The familiar hum of the air conditioning sounded like a mocking whisper. He felt a desperate urge to run, to escape the confines of this building that, just moments before, had felt so stable.

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