The cafe buzzed with the lunchtime crowd, but for Ethan, the world had gone silent. He’d found the wallet beneath his table. He felt detached, an observer of his own actions. He carefully counted the money, then put it back. He had to decide what to do. The clatter of cutlery and the murmur of conversation seemed distant, filtered through a thick layer of cotton. He took a sip of his lukewarm coffee, trying to think clearly, the bitter taste doing nothing to cut through the fog in his mind.

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