The doctor’s words echoed in Elias’s skull, a hollow, booming announcement. His hands began to shake uncontrollably, the manila folder clattering onto the pristine white table. A cold wave of nausea washed over him, making his stomach churn. He stared at the name – not his – printed boldly on the cover, a stranger’s life staring back at him. He stammered, “But… this can’t be right.” His voice cracked. He felt his face flush hot, then ice over.

His vision swam. He gripped the edge of the table, knuckles white, fighting the urge to bolt from the room. The doctor’s face blurred, the words of explanation becoming a meaningless drone. He felt disconnected, as if watching a movie of his own life, a movie that had just taken a very, very wrong turn.

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