The china dolls, lined up on the dusty shelf, seemed to leer at her. Each painted smile felt like a personal insult. She had to swallow back a rising tide of nausea. Her sister, cool and collected as always, was explaining the financial realities. Sell the dolls. Sell her mother's collection.

She felt a dizzying warmth spreading through her limbs, leaving her feeling detached from reality. "No," she managed, the word barely a rasp. Her hands trembled so violently she could barely stand.

Her sister gave her a look of pity, her lips moving, but the words seemed to be inaudible. The room was spinning, the dollsโ€™ blank, staring eyes mocking her. She fought to keep herself from collapsing.

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