He’d always felt a prickle of unease about the old house, a sense of eyes watching him from the shadows. Now, staring at the freshly exposed doorway behind the bookshelf in the library, that feeling intensified into a cold dread. James took a step back, knocking over a stack of books. They crashed to the floor, the sound echoing in the sudden stillness.

His breath hitched. He couldn’t bring himself to move. The air that seeped from the opening felt thick, suffocating. He tried to swallow, but his throat had gone dry.

He didn't want to go in. Every instinct screamed at him to run. But the curiosity, the morbid fascination, gnawed at him. He forced himself forward, slowly, each step a monumental effort. He peered into the darkness, the beam of his flashlight bouncing off something… something white, on the floor.

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