The weight on Susan's chest was unbearable. Her daughter, Lily, who had seemed so open and honest, had been leading a double life. The account revealed a side of her that was brash and uninhibited. Susan felt her breath hitch, her throat closing.

She felt like the world had gone dark. She stumbled backward, bumping into the wall. She felt a wave of nausea wash over her. It was a secret, a deception.

She ran to the bathroom, the cold tile a welcome relief against her flushed skin. She leaned over the sink, staring at her reflection. She needed to get a grip, to figure out what to do.

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