"Is this… is this real?" Sarah choked out, her voice barely a whisper. David looked up from his meticulously organized desk, a confused frown creasing his forehead. Her heart hammered against her ribs, a frantic, trapped bird.

The notebook lay open on the kitchen counter, its pages filled with his elegant handwriting. Sketches of her face, notes about her favourite café, details about the way she always tapped her foot when waiting for the bus. He had been *studying* her.

Her hands were shaking so badly, she could hardly grasp the edge of the countertop. She felt a burning in her chest, a sudden need to run, to escape the confines of their apartment. She struggled to breathe. "You wrote a book about me?" she managed, the words catching in her throat.

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