The ornate wall panel slid smoothly aside, revealing a small, windowless room. A low, keening sound escaped her throat. It was involuntary, a manifestation of pure, unadulterated shock. Her legs felt like they were made of lead.

Her vision blurred, the room tilting precariously. Her fingers flew to her temples, as if trying to hold her head together. *What is this?* she thought, the question echoing uselessly in her mind. The air hung thick and heavy, carrying a faint, musty odor.

She stumbled backward, nearly tripping over her own feet. The walls seemed to close in, the air growing thin. She had to get out, to escape the suffocating presence that emanated from the newly discovered space. Her mind was a whirlwind of panicked thoughts, each one more terrifying than the last.

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