He’d always felt a cold draft near the attic door. Now, standing within the cramped space, he understood why. His heart hammered against his ribs like a trapped bird. Toys, forgotten dreams, and a child's art projects were scattered everywhere. He clutched his chest, squeezing his eyes shut.

A music box sat on a shelf, its painted ballerina frozen mid-pirouette. He reached out to touch it, then recoiled as if burned. A wave of nausea washed over him. The air seemed thick, suffocating. He backed away, bumping into something solid.

It was a mannequin. Dressed in a moth-eaten wedding dress, its blank face a horrifying mockery of life. His breath caught in his throat. He wanted to scream. He wanted to run.

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