He felt a cold, hard knot form in his stomach. The air in the room seemed to thicken, making it difficult to draw a breath. He’d carefully hidden the journal beneath his mattress, a place he thought was safe. Now, there it was, lying open on his desk, his roommate, Ethan, leaning over it.

His limbs felt heavy, useless. He swallowed hard, his throat suddenly dry. The room was spinning. He had poured his heart and soul into those pages.

Ethan looked up, a casual expression on his face. "Interesting read," he commented, then looked back at the pages.

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