Rain lashed against the overflowing bins, mirroring the drumming in Maya's ears. She clutched the wallet tighter, her knuckles bone-white against the worn leather. A thousand dollars. Maybe more. Found abandoned near the bus stop, just lying there. Her pulse hammered, a frantic tattoo against her ribs. She kept scanning the street, certain someone would appear, yelling for it. She couldn’t breathe right, her chest a tight band.

Her vision blurred. The brick of the building across the street seemed to shift and waver. She wanted to scream, to run. To just… disappear.

Her throat felt scratchy, like she'd swallowed glass. What should she do? Give it to the police? She'd seen the way they looked at her last time. The pity. The judgment. This could change everything. It had to. She had to.

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