The sunlight streaming through the window seemed to mock Arthur, illuminating the photograph with cruel clarity. His father, the man who had always preached honesty and integrity, stood arm-in-arm with a woman who was definitely not his mother. They were outside a lavish home, champagne flutes in their hands, their faces beaming with a joy Arthur had never witnessed in his father's eyes at home.

Arthur's mouth went dry. He wanted to rip the picture to shreds, to destroy the evidence of this betrayal. But he couldn't move. He felt rooted to the spot, his muscles stiff, his heart hammering against his ribs. The photograph was a physical weight, pressing down on him, crushing the foundations of his childhood. The image was now burned into his memory.

He felt the sudden desperate need to vomit, to expel the tainted narrative from his system.

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