Liam ran his fingers over the grainy surface of the photograph. His great-grandmother, a woman who was described as a loving, self-sacrificing wife, was on a ship. Her smile was directed at a man who was clearly not her husband. She looked so much more alive than he had ever seen her in any old pictures.

He felt a strange, hollow ache in his chest. The carefully curated narrative of his family, the tales of a perfect marriage, collapsed around him. He felt as if he were standing on the edge of a precipice, staring into an abyss of unknown truths.

His face was flushed, his palms slick with sweat. He swallowed hard. The air was getting thin.

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