The constant pounding was becoming unbearable. Clara pressed her hands to her ears, the pressure doing little to quell the rising tide of panic. Her teeth chattered despite the summer heat. She felt trapped, like a bird in a cage, desperately flapping its wings.

She found herself staring at the crack in her ceiling, growing larger with each thud and bang, convinced it was going to collapse. She considered calling the police, the city, anyone who would listen to her fears.

She thought about escaping. Packing a bag and just running away, but she felt too weak to move. She felt paralyzed, stuck in place, as the house across the street was slowly torn down.

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