The hidden room in the basement felt like a tomb. It was cramped, dark, and utterly devoid of anything. Except for the faint, lingering smell of something… something that made him want to retch. Ben stood in the doorway, unable to cross the threshold.

His muscles tensed as he tried to take in the situation. The floor was bare concrete. The walls were damp and cold. There was no furniture, no decoration, nothing.

Then he noticed it. A single, dark stain on the floor. It was in the shape of a person. He didn't know what it was. He backed away slowly, the walls seeming to close in around him. He wanted to scream.

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