The cream-colored envelope landed on the doormat with a soft thud. Sarah, halfway through her meticulously planned Tuesday, nearly jumped out of her skin. She ripped it open, her fingers fumbling, a bead of sweat tracing a path down her temple despite the air conditioning. The invitation to the twenty-year reunion of Northwood High. Her pulse hammered a frantic rhythm against her ribs.

Her breath hitched as she scanned the words: "Cocktails, hors d'oeuvres, and reminiscing." Reminiscing? The blood drained from her face, leaving her feeling lightheaded. She dropped the invitation, the crisp paper falling to the floor like a death sentence.

A low moan escaped her lips. She needed a drink. No, she needed several. She stumbled toward the kitchen, her legs suddenly heavy and clumsy, like lead weights. The world blurred around the edges, the cheerful sunshine outside seeming to mock her inner turmoil.

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