The friend request from Brian "Bully" Brown felt like a punch to the gut. Michael's breath hitched. He felt his face heat, and his ears began to ring. His hands shook so violently that he had to set down his coffee cup to stop it from spilling.

He sat, frozen, his eyes glued to the screen. Why? He’d moved on, built a good life, a life where the memory of Brian Brown was a distant echo. The world seemed to shrink around him, the walls closing in.

He stood up, needing to move, to get away from the intrusive presence of the past. He went to the kitchen and began to wash the dishes, his movements jerky and mechanical.

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