The old, dusty attic, filled with forgotten treasures and cobwebs, suddenly seemed like a reflection of his own fractured existence. He kept pacing. His sister, Clara, had inherited the family fortune, the stocks, the bonds, the promise of a comfortable future.

He wanted to scream.

He was the one who had always wanted a part of the family history.

He stared, his face pale and drawn. He had to take a few deep breaths. He was to get a collection of old photographs. And a single, tarnished silver locket. He felt a cold dread creep into his bones. His vision was blurring.

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