The vibrant colors of the art studio seemed to mock Chloe. The news was a black stain on her bright canvas, a smear of doubt across her carefully crafted future. Her stomach twisted, a feeling like ice water sloshing within her.

She excused herself from the class, her cheeks burning. Outside, the world felt distorted, the familiar campus pathways suddenly treacherous. She walked quickly, pushing past other students, as if trying to outrun the truth.

She found a secluded bench, sinking onto it, the cold concrete seeping into her bones. She closed her eyes, trying to block out the rising tide of despair. But the images flooded her mind: the celebratory dinner with her family, the future she had envisioned, now shattered into a million pieces.

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