He’d always been a strange boy. She’d tried her best, but the unsettling aura around young Thomas had never fully dissipated. Now, years later, a package arrived, addressed in a familiar, blocky scrawl. Inside, a taxidermied crow perched on a miniature replica of her classroom desk. Her stomach lurched.

A note was pinned to the crow’s wing. "To the teacher who always saw the potential." The words seemed to mock her, twisted and sinister. She backed away from the table, her breath catching in her throat, feeling the blood drain from her face.

Every hair on her body stood on end as the crow's beady eyes seemed to follow her movements. She reached for the phone, but the numbers swam before her. She slumped into a chair, the air thick with a sense of impending doom.

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