Her vision swam. The fluorescent lights of the doctor's office seemed to pulse, each flicker a hammer blow against her skull. "Impossible," she choked out, her voice barely a whisper. The doctor, a kind-faced woman with a name she couldn't recall, kept her gaze fixed on the files spread across her desk. A diagnosis she'd never heard of, a treatment plan completely foreign โ€“ all for a Mrs. Eleanor Abernathy, not Amelia Clarke. Amelia's hands, usually steady, now trembled so violently she could barely feel them. She felt a wave of cold rush over her, followed by a sudden, scorching heat.

The doctor was still talking, something about an apology, an investigation, but the words were meaningless, blurred by the ringing in Amelia's ears. A small, involuntary sound escaped her lips, a choked sob that she quickly swallowed down. She wanted to scream, to shatter the perfectly ordered world that had, just moments ago, felt safe. Now, it was a cracked mirror, reflecting a reality she couldn't comprehend.

Amelia pushed away from the chair, the sudden movement nearly unbalancing her. "I... I need air," she stammered, her voice thin and reedy. The room tilted precariously, and she stumbled towards the door, desperate to escape the suffocating confines of the office. The world outside, the bustling street, the sunshine, felt impossibly distant, like a memory of a life she'd never truly lived.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359