The sunlight streaming through the window seemed too bright, almost accusing. David stared at the typed words on the page. His name – or, rather, a thinly veiled pseudonym – stared back at him. β€œThe Betrayal of Oliver.”

His heart hammered against his chest. It felt like someone had punched him, the breath knocked out of him. The fictional Oliver was a monster, a manipulator, a liar. And he had written him. Had crafted him. The man he loved, the man he shared his life with, had made him a villain.

He felt utterly, completely exposed. His skin prickled with a cold sweat. He backed away from the desk, as if the words themselves might reach out and grab him.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244