The waiting room felt suddenly smaller, the floral wallpaper closing in. Amelia gripped the worn armrests of the chair, knuckles bone-white. Across from her, a framed certificate proclaimed the name she never thought she’d see professionally: Derek "The Destroyer" Davison, M.A., Licensed Therapist. Sweat trickled down her spine.

Her appointment was in five minutes. Five minutes to face the person who’d made her life a living misery during middle school. She considered bolting, escaping the pristine office with its soothing music and the smell of air freshener. But the anxiety knotting her stomach was just as terrible as the thought of seeing him, maybe worse.

The receptionist called her name. Amelia's mouth was so dry she could barely manage to murmur "Here." She walked towards the door, her legs felt like lead, each step a monumental effort.

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