It was folded neatly in a worn leather journal, the handwriting elegant and flowing. "Learn to sail." Clara's breath caught in her throat. "Build a treehouse." A wave of nausea washed over her. The discovery, in the attic, felt like a punch to the gut.

She paced back and forth, the journal clutched to her chest. Her heart hammered against her ribs, a frantic rhythm. She felt a rising tide of disbelief, of hurt, of...something she couldn't name. It was a physical ache, a tight knot in her stomach.

She choked back a sob, fighting to remain composed. The dust motes dancing in the sunlight seemed to mock her. The attic, usually a place of nostalgia, now felt like a prison. She stumbled to the window, gasping for air, the world outside suddenly blurry.

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