The book, a collection of poems, had seemed harmless enough. David had bought it for the cover art, a pretty watercolor of a field of sunflowers. He'd never expected this. The letter, tucked inside, was a suicide note. Short, to the point, filled with a despair that felt suffocating. He instinctively recoiled, pushing the book away from him as if it were contaminated. His heart hammered against his ribs, each beat a frantic, panicked drum. He should call someone, he knew he should, but his body felt glued to the chair, frozen in a paralysis of utter dismay.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. 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 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244