The book lay open on the coffee table, a cruel monument to her privacy’s destruction. Her stomach churned as she scanned the words, recognizing snippets of her life, twisted and embellished beyond recognition. The author, a man she’d never met, had somehow burrowed into her past, mining her experiences for drama and sensationalism.

She felt a hot flush crawl up her neck, her cheeks burning. Her breath hitched. Her hands began to tremble. Her gaze went to the window, the world outside suddenly seeming distant, unreal. She wanted to scream, to run, to disappear.

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