He stared at the picture, his face pale. His mother, a woman who always preached the importance of family, was sitting at a poker table, a drink in her hand and a calculating look in her eyes. The photograph was taken in a dimly lit casino, a world far removed from the cozy kitchen where he had spent his childhood.

His breath caught in his throat. A cold dread crept up his spine. The past, once a comforting blanket, now felt like a shroud. The stories, the memories, felt like lies. He squeezed his eyes shut. His world had just been irrevocably altered.

He felt a deep and visceral revulsion, as though he had been unknowingly poisoned.

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