The agent had spoken about the property's ‘unique history’ with a dismissive wave of the hand. But now, as Clara stood in her kitchen, she felt the ghosts of the past. The details were graphic. A husband had taken his wife's life, right in this kitchen.

Clara gasped. Her hand flew to her mouth. She could no longer bear the sight of the stove, the counters, the sink. She had to leave.

She moved away, as if fleeing a pestilence. Her skin prickled. A cold sweat erupted on her brow. This house was no longer a home. It was a prison, a repository of sorrow, and she could not bear to be there any longer.

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