The phone buzzed, a notification. The text message read "Reunion details." Chloe’s world tilted. The familiar words on the screen blurred, distorted. She gasped, her chest constricting with a sudden, sharp pain.

She sat on the edge of her bed, her hands trembling as she reread the message. Her breathing became shallow and rapid. Her palms were sweating. She thought of the years she had spent avoiding all of them, the ones who had made her life miserable.

She wanted to scream, to lash out, to disappear. She closed her eyes, trying to block out the images, the memories, the overwhelming sense of dread. She thought of calling in sick to work, just to have another day of not facing the world.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. 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 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359