He saw the article. An interview. *Living with X Condition.* It featured her. The woman. He knew her name. He knew her face now. He felt the blood drain from his own, as his heart began to race. He grabbed the magazine and flung it across the room.

His carefully constructed universe seemed to implode. He paced back and forth, muttering under his breath. He hated this, this shared reality. He felt exposed, vulnerable, and deeply, achingly…wrong. He collapsed onto the couch, covering his face with his hands, as if to shield himself from the world.

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