The silence in the dimly lit restaurant pressed in on me. I'd imagined the clinking of glasses, the murmur of conversation, the warmth of the gathered friends and family. Now, only the flickering candlelight cast dancing shadows on the deserted tables. A waiter approached, his face etched with awkward sympathy. "Mr. Harrison?" he asked quietly. "The... the reservation has been cancelled." My throat constricted. I managed a weak nod, then turned to stare blankly out the window, the city lights blurring before my eyes.

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