The doorbell rang, shattering the quiet of the afternoon. Maria, lost in the comforting hum of her vacuum cleaner, yelped in surprise. She peeked through the peephole, her heart immediately beginning to race when she saw the familiar crest on the envelope. Her fingers trembled as she reached for the lock.

She tore the invitation open, her vision blurring as she read the words. It felt as if her throat had constricted, making it difficult to breathe. It had been decades, a lifetime. She felt a wave of nausea.

She wanted to laugh, but the sound caught in her throat, a choked sob escaping instead. The pristine white walls of her home suddenly felt suffocating, closing in on her. She had a sudden, desperate urge to flee, to disappear.

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