The sound cracked through the air like a gunshot, and then... the earth shuddered. He stared, frozen, at the scene of devastation. The ancient oak, a landmark for generations, now a heap of broken wood and shattered dreams. He felt a desperate need to escape, to run as far and as fast as he could.

He pressed his hands against his temples, as if to contain the chaos swirling inside his head. His gaze darted around, searching for something, anything, to make sense of the carnage. He knew the paperwork, the insurance, the negotiations. It was a never-ending cycle, and now he was at the center of it.

His breath hitched in his throat, and the world seemed to narrow, focusing solely on the splintered wood, on the impending chaos. He clenched and unclenched his fists, trying to regain control.

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