The rejection email from the prestigious literary journal was already crushing, but then she saw it. A story with her exact plot, her characters, her ending, published under someone else's name. A sharp, high-pitched noise tore from her throat.

She ran her hands through her hair, pulling at the roots as if she could physically rip the problem away. She needed to do something, anything. Her hands were shaking so hard she dropped the phone.

She paced her living room, her steps uneven, her breath catching in her throat. The walls felt like they were closing in, the air thick and unbreathable. She was a ghost in her own life.

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