Her fingers fumbled with the phone, nearly dropping it as she read the message again. "I'm at the coffee shop on Elm Street. You should come say hi!" Her breath hitched in her throat, a choked sob escaping. Elm Street? That wasโ€ฆ five blocks away. Her heart hammered against her ribs, a frantic drumbeat against the silence of her apartment. She slammed the laptop shut, the metallic clang echoing in the sudden quiet. A giggle, high-pitched and shaky, escaped her lips. She couldn't believe it. This couldn't be happening.

She scrambled to her feet, legs tangling in her oversized sweatpants. The world seemed to tilt on its axis. Her vision blurred at the edges. She had to *see* him. Had to know if this was real. She grabbed her coat, forgetting her keys for a moment, and then retraced her steps, snatching them from the hook by the door. She yanked the door open, nearly ripping it off its hinges in her haste.

The cold air hit her face, a welcome shock. She raced down the stairs, each step a frantic thud of anticipation and dread. Her stomach churned. The five blocks seemed to stretch into an impossible distance. Her mind raced, a whirlwind of panicked thoughts, a torrent of what-ifs.

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