He’d always known something wasn't right about the house. Now, standing before the newly revealed hidden room in the attic, he knew his suspicions were confirmed. The door was just a crack, barely wide enough to see through, and already the smell made him nauseous. It was a smell of something rotten, mixed with an indescribable sweetness.

His palms were slick with sweat. He kept telling himself to leave, to call someone, to pretend he hadn't found anything. But his feet were rooted to the spot.

His gaze locked with something inside the room. Something dark. Something moving. He backed away, his eyes wide. He began to gasp for air.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244