It was the basement that did it. The detective hadn’t minced words. A body. A shallow grave. Sarah stumbled back, her hand flying to her mouth, stifling a cry. She felt a wave of icy terror wash over her.

She had always loved the house's basement, the cool, dark space. Now, she couldn’t bear to look at it. The laundry room, the storage area, all felt like potential charnel houses.

She ran up the stairs, desperate to escape the subterranean darkness, the echoes of the unknown. Her breath came in ragged gasps. The very foundation of her home felt tainted.

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