The package was small, but it felt heavy. "For: Desmond Cole." The name, a name she'd scrubbed from her life, mocked her. She was cold, so cold. She was shivering, even though the sun was blazing through the window.

She ripped it open in the kitchen, her movements jerky and uncontrolled. Inside, a music box. The melody, when she wound it, was a familiar tune. She needed air, she couldn't breathe, a choking sensation constricted her throat.

She slammed her fist down on the box, shattering the delicate porcelain figure inside. The sound was surprisingly loud, and she began to sob, the tears flowing freely down her face. She felt as though she could never stop.

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