"I can't believe we almost got arrested!" Leo laughed, leaning back in his chair. He was recounting the time they'd snuck into the old movie theatre. He painted a picture of reckless abandon, of narrowly escaping the police.

Alex’s breath hitched. His recollection was muted, filled with trepidation, and a quick retreat once they realized that the theatre was closed. He had a clear memory of sneaking out, avoiding any potential confrontation. He remembered being scared. The story that Leo was telling felt alien. Alex’s hand tightened into a fist. He looked out the window, at the setting sun, finding the view utterly absorbing.

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