A wave of heat washed over Michael. He’d been expecting a bill, or maybe a flyer. Certainly not this. The thick paper felt heavy in his hands, weighted with the years that had passed since he and Sarah had last spoken. He stood frozen by his kitchen counter, the toaster’s dial half-turned.

He reread the lines, the words twisting in his gut like a slow-burning fuse. His jaw clenched, and his pulse hammered against his temples. A cold sweat prickled his skin. He wanted to crumple the letter, to rip it to shreds, to erase the memory it resurrected. Instead, he simply stood there, immobile, the ghost of Sarah’s words hanging in the air.

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