"This can't be real," David whispered, the words barely audible. His father. A letter of resignation, typed and impersonal, yet undeniably his father's. The signature was unmistakable. He felt a burning in his chest. "I don't believe this."

He reread it, each sentence a blow. His hands trembled so violently he could barely hold the paper steady. He gripped the edge of the kitchen counter. His knuckles were white. The world around him seemed to tilt, the colors blurring into a single, agonizing smear.

He stumbled to the living room, collapsing onto the sofa, the letter clutched in his sweaty hand. His mind raced, a torrent of questions and accusations. Why hadn't he known? How could his father have kept this secret for so long? He sat there, his mouth open, gasping for air, as if he'd been punched. He felt sick.

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