The chipped mug slipped from Sarah’s grasp, shattering on the kitchen tile. Hot tea splashed onto her bare feet, unnoticed. She stared, unseeing, at the email glowing on her laptop screen. Across the country? Across the country. Her breath hitched, a thin, strangled sound. “No,” she whispered, the word a tiny, fragile thing against the sudden roaring in her ears.

She scrambled to her feet, knocking over the kitchen chair. Her hands flew to her mouth, fingers digging in as if to physically restrain the scream threatening to erupt. The air felt thick, impossible to breathe. She had to *do* something. She began pacing, back and forth, the cold tile a strange comfort against the sudden, prickling heat that crawled across her skin.

She picked up the phone, her fingers fumbling with the numbers. Her throat constricted. When the familiar voice on the other end answered, a sob escaped her, ragged and uncontrollable. "Don't go," she managed to choke out, the words dissolving into a torrent of incoherent pleas.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359