"Turn it down!" The bellow sliced through the air, shaking the very walls. Elias flinched, as if physically struck. He dropped the wrench he was holding, the metal clanging against the concrete floor of his workshop. The noise, the incessant banging, he knew it was him.

His heart hammered against his ribs, a frantic drumbeat. He stared at the offending speaker, the source of the music he hadn't even realized was on. He had been trying to finish the project. The sound had just been... there, and he thought it was helping him.

He felt a sudden, desperate urge to flee, to disappear. He wanted to scream, to lash out. Instead, he forced a shaky laugh, a brittle sound that cracked in the quiet room. "Okay, okay," he mumbled, his voice catching in his throat. He fumbled for the volume control, his fingers clumsy and unresponsive.

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