The coffee shop’s cheerful chatter faded into a dull drone. Michael stared at the flyer, the image of his childhood tormentor smiling back at him, the words "Therapist. Helping others." He crumpled the paper in his hands, his fingers trembling. He couldn't shake the image of the playground, of the taunts, the shove that sent him sprawling.

His breath hitched in his chest. He felt a sudden, desperate urge to flee, to disappear, to erase the very memory of this discovery. He slammed the flyer on the table, feeling the cold metal of the coffee cup against his sweaty palms, the world around him blurring.

He thought, "It's a mistake."

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