The antique carousel horse, "Buttercup," seemed to mock Amelia from its perch in the nursery. Its painted eyes, usually so benign, now glittered with an unsettling knowingness. Her son, Leo, at age six, had taken to polishing the thing for hours, meticulously cleaning every curve and crevice. Amelia's hands trembled as she clutched a mug of cold tea. She hadn't slept properly in days.

He’d started talking about the carousel horses in his sleep. Muttering names, feeling the wind in his hair. Amelia had tried to steer him towards other interests, anything, but the pull was too strong. She stared at the rocking chair.

"Mama, look!" Leo’s voice, a high-pitched squeak, cut through the quiet. He held up a tarnished silver stirrup, beaming. “Buttercup is ready for the parade!” Amelia's vision blurred.

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