"It's a joke," Maria whispered, her voice barely audible. She was sitting at her kitchen table, staring at the financial statements. Mrs. Rodriguez, who she’d always considered to be struggling, was a multi-millionaire. The numbers swam before her eyes, blurring into a meaningless mess.

She felt a pressure building in her head, a dull, throbbing ache. The world around her seemed to tilt, to spin. She’d always judged her life based on the standards of her neighbors, and now, those standards had been completely redefined. She closed her eyes, trying to block out the images, the thoughts.

Her breath hitched in her chest. She felt a wave of nausea, a sudden and overwhelming urge to cry. She pushed back from the table, desperate to escape the confines of the room, to flee the information that was slowly suffocating her.

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