"No, no, no." The words repeated on Sophia's lips, a mantra of denial. The email lay open on her laptop, the words confirming her greatest fear. The scholarship, the key to everything, had been a mistake.

She leaned back in her chair, the world tilted. A coldness washed over her, making her teeth chatter. Her breath hitched. She felt disconnected, as if observing herself from a distance.

She closed her eyes, trying to banish the swirling darkness. The room spun. She reached out, grasping at the air, as if trying to pull herself back into reality. The silence became almost unbearable, a vast and empty space.

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