A strange buzzing sound filled his ears. The world seemed to fade into muted tones. He stared at his roommate, Kevin, as he casually flipped through the pages of his private journal, his expression completely blank. He felt detached, as if he were observing a scene from a bad movie.

He felt as though his chest was caving in on itself. He tried to speak, but no sound would come out. He opened his mouth, but only air escaped. His body felt heavy, leaden, as though he were trapped in a gravity well.

Kevin looked up, finally noticing his presence. "Dude, I, uh..." He trailed off, his face flushing crimson. The silence in the dorm room was broken only by the rapid thumping of his own heart.

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