"This can't be real." Sarah's voice was a ragged whisper. The notification on her phone seemed to vibrate with a sinister energy. She reread it a dozen times, the meaning sinking deeper with each pass. The scholarship. The apartment. Her future. All dissolving.

She dropped her phone, the screen facing down, a silent scream of disbelief. Her legs felt like they were made of lead, rooted to the spot. Her hands began to shake uncontrollably. She pressed them against her temples, trying to contain the chaos.

The room began to spin. She gripped the edge of the table for support, her knuckles white. She wanted to scream, to shatter the silence. But only a choked sob escaped her lips. The world narrowed, focusing on the insidious betrayal.

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