The hissing. That's what did it. The sudden, rasping sound. Her roommate, David, was holding a snake, a long, coiled, green thing. Her vision blurred for a split second.

Everything went cold. Her breath hitched. The thought of that thing, in their apartment, slithering on the carpet, in her bed, sent a wave of icy dread through her.

β€œIsn’t he gorgeous, Sarah?” David asked. He held the snake out, and it moved in her direction, and she instinctively stepped backward. "He's very friendly, I promise." Sarah felt a strange lightness in her head, as if she might float away.

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