The vibrant, chaotic energy of the concert hall felt alien to him. He’d spotted Olivia across the crowded room, her laughter echoing above the music. He needed to talk to her.

"Olivia?" he shouted over the din, fighting to be heard. "It's… it's Ben. We used to go to all the school dances together."

Olivia turned, her expression unreadable. She tilted her head, trying to hear him. "I'm sorry," she said, her voice straining. "I can't hear you." Then, closer, she said, "And I'm afraid I don't know you."

He felt a strange, detached sensation, as though he were watching himself from a distance. The music became a deafening cacophony.

The lights of the stage blurred, her face fading from view.

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