The air crackled around Michael. He paced the small room, his hands shaking so violently he had to squeeze them to stop. It was unbelievable. His mom, the woman who had always seemed so… normal, had saved everything. Every single thing he'd ever written, drawn, or scrawled on a piece of paper. The sheer volume of it was overwhelming.

He grabbed a faded worksheet from the top of the pile, a math quiz. His stomach churned, a cold knot forming in his gut. He remembered the humiliation of failing that quiz. The feeling of inadequacy.

He slammed the paper down on the desk, the sound echoing in the stillness. He felt trapped, suffocated by the ghosts of his past. He felt like his chest was being squeezed by a giant hand.

“Why… why would she do this?” he croaked, the question a strangled whisper.

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