The laptop screen swam before Amelia's eyes. Paragraph after paragraph, she saw her life, *her* life, twisted and contorted into a romance novel. A romance novel with *him* as the hero. She slammed the lid shut, the click echoing in the sudden quiet of their apartment. Her breath hitched. She needed air. Now.

She fumbled for the door handle, her fingers clumsy, her vision blurring. Outside, the city hummed, a low, constant thrum that felt impossibly loud. Every shadow seemed to lengthen, to twist into mocking shapes. He'd written about her best friend, the way she chewed her nails when nervous, the exact shade of lipstick she wore. Things he’d never *told* her he’d noticed.

Her phone vibrated in her hand. A text: *“Hey babe, coming home soon! Pizza okay?”* Okay? Pizza? She dropped the phone. The screen cracked, spiderwebbing across the glass. She laughed, a choked, breathless sound.

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