The letter emerged from an old shoebox, buried amongst childhood treasures. Her hands trembled as she unfolded the fragile paper. The handwriting, so familiar, so young, was her own. It was addressed to her best friend, a friend she'd long since lost touch with.

"โ€ฆI'm losing my mind," the letter read, the words a stark reminder of a past self. She felt a chill crawl up her spine. Her breath hitched, and she struggled to maintain composure.

Her heart pounded in her chest, a relentless drumbeat that threatened to burst. The room seemed to tilt, the world blurring at the edges. She stumbled towards the window, gasping for air, her throat tight with unshed tears.

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