The print on the page blurred, the words dancing before his eyes. He scanned a passage about his late wife, a person he loved beyond measure, but described in a way he didn't know how to understand. He had never shared these intimate details with anyone. The author had constructed a narrative using borrowed fragments of his life, but the story was unrecognizable to him.

He slammed the book shut, the sound a sharp crack in the quiet room. He felt a sudden, inexplicable anger, a potent rage that threatened to consume him. He needed to be alone, to make sense of the tangled web of half-truths. He needed to escape from the unsettling feeling that he had been betrayed.

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