A chill ran down his spine as he saw the familiar cover. He thought he'd hidden it well, tucked away in the back of his closet. Yet, here it was, in the hands of his roommate, Noah, who was sitting on his bed, completely engrossed. His stomach began to churn.

He felt a sudden and intense need to escape, to run far away from the scene, from the prying eyes that were invading his most private thoughts. His heart hammered against his ribs like a trapped bird.

Noah looked up, a small smile playing on his lips. "Didn't realize you had such a vivid imagination," he said, turning back to the book.

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