The phone slipped from Clara’s numb fingers, clattering against the kitchen tile. The sound was deafening. She stared at the screen, the words *‘New Contact: Daniel - Half-Brother’* mocking her with their casual indifference. Her vision blurred, the familiar patterns of the linoleum floor swimming and distorting. She felt a cold sweat prickle across her skin, followed by a sudden, intense wave of heat. Her hands flew to her mouth, covering a gasp that she couldn't quite contain. The world tilted. She stumbled back, blindly grabbing for the countertop, her fingers digging into the cold granite.

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