The rain hammered against the windows of the small cottage as she read. The book, *Jane Eyre*, was a refuge, a comforting tale. The letter, discovered between the pages, was anything but. A coded message. A hidden meeting place.

She slammed the book shut, her knuckles white against the cover. She felt a cold sweat break out on her forehead. The room felt suddenly small, the shadows in the corners seeming to lengthen, to twist.

She grabbed the phone, her fingers fumbling with the keys. Her voice, when she finally spoke, was a whisper, a desperate plea for help. She began to rapidly pace, unable to find stillness.

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