The world felt distorted, the colors too bright, the sounds too loud. The invitation to discuss the cedar's fate was a punch to the gut. It sat there, on the table, looking innocent. Cruel.

She fumbled with the buttons of her coat, her hands shaking so badly she could barely manage it. Her breath hitched, each inhale a struggle. She felt a burning in her chest.

She paced back and forth across the kitchen, her movements jerky, her thoughts a jumbled mess. She had to come up with a plan. She had to convince him. She *would* convince him.

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