The attic air tasted of dust and forgotten things. Clara's breath hitched as she pried open a trunk stuffed with yellowed linens and moth-eaten teddy bears. Her hands trembled as she pulled out a single, folded sheet of paper. Her own handwriting, spidery and frantic, stared back at her. *To Mom*, it began. She didn't remember writing this. A wave of nausea hit her, and she fumbled for the rickety chair, sinking into it. She started reading, her voice cracking, each word a fresh wound.

"…I can’t breathe. Every time he looks at me, I feel like I'm shrinking…"

The words blurred, the ink seeming to bleed into the paper. She clutched the letter, knuckles white, the scent of lavender from her mother's perfume clinging to the fibers like a ghost. Her chest felt constricted, a vise slowly tightening. A small, involuntary sob escaped her lips.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359