The letter was discovered in a dusty attic, beneath a stack of forgotten memories. She unfolded the brittle paper, her breath catching in her throat as she recognized the youthful scrawl. It was addressed to her mother, a woman who had been gone for far too long.

"โ€ฆI can't go on like this," it said. The air around her seemed to thicken, making it difficult to breathe. She read on, each word a fresh pang of loss, the details a torrent of the past.

Her chest constricted, her hands clenching into fists. A high-pitched sound escaped her lips, a sound of pure, unadulterated anguish. She sank to the floor, the letter falling from her grasp, the ghosts of her past overwhelming her.

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