Her legs felt like jelly. She clutched the offending paperwork, the crisp edges of the document cutting into her palm. The doctor’s reassurances felt like a cruel joke, each word a weight pressing down on her chest. Her stomach lurched, a cold sweat breaking out across her forehead. The diagnosis, meant for someone else, now felt like a curse etched into her own flesh.

She couldn’t think straight. Images flashed through her mind: her children, their faces distorted with a grief she hadn't prepared them for; her husband, his voice cracking with a fear she hadn't anticipated. A sob ripped from her throat. She needed to get out, away from the sterile environment, away from the polite smiles and the hushed tones.

She pushed herself up from the chair, her knees buckling slightly. She felt a wave of nausea. Every breath was an effort, a struggle against the sudden, overwhelming panic that threatened to consume her. She took a step, then another, blindly moving towards the exit, desperate for air, for anything that could ground 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