The library was quiet, the air thick with the smell of old paper. She had been looking for a distraction, a way to escape. The book, a biography of a famous artist, offered solace. The letter was a surprise. A hidden love letter written between the artist and a woman.

She felt a strange heat creep up her neck. She dropped the book, the pages splaying open, revealing the letter. She felt the tears welling in her eyes, blurring the words.

She buried her face in her hands, her shoulders shaking with silent sobs. The world was spinning, her vision blurry. She stumbled out of the library, the letter clutched tightly in her hand.

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