The phone slipped from Amelia’s clammy hand, clattering against the kitchen tiles. Her breath hitched. *No, no, no.* She scrabbled for it, her fingers fumbling over the screen. The message. *Sent.* To… *Him*. Sweat beaded on her forehead, cold and slick. She pictured his face, his knowing smirk. Her stomach lurched. She paced the length of the small kitchen, then back again, faster this time, muttering under her breath. The words – the *incriminating* words – replayed on a loop in her brain, each syllable a fresh stab of panic.

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