The cardboard box sat on the doorstep, a taunting square under the afternoon sun. Sarah peered at the name, "Evelyn Reed." Not her. Evelyn Reed had moved out months ago. She hadn't even unpacked her new curtains yet. She slammed the door, the sound echoing in the empty apartment. Her hands were ice.

Her breath hitched in short, shallow gasps. She paced the living room, a frantic dance on the dusty floorboards. The curtains, still rolled and bound, seemed to watch her, silent witnesses. She couldn't focus; her vision blurred. What *was* in the box?

Her fingers trembled as she yanked open the drawer, searching for a knife. She found a rusty butter knife. Perfect.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359