The splintering, the groan, the crash – it all happened in a sickeningly slow motion in Amelia’s mind. Then, nothing. Just the ringing in her ears and the sun on her face. She blinked, once, twice. Her neighbor's ancient oak, the one they’d always joked about, was down. Half of it lay across her lawn, the other half still clinging precariously to the remaining trunk.

Her hands flew to her mouth, fingers digging in, almost as if she could physically stop the world from spinning. The air tasted metallic. She stumbled backwards, bumping into the bird bath. Water splashed cold against her ankles. "Oh God," she whispered, the sound catching in her throat, a strangled croak.

She thought of the insurance, the claims, the paperwork. A wave of nausea rolled over her. She gripped the cold porcelain edge of the bird bath, willing herself to remain upright. The robin, her favorite, was probably crushed.

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