The email pinged at 3:17 PM. The chime itself was like a shrill scream. Michael froze, his fingers hovering over the mouse. His breath caught in his throat. He read the words: "Effective Immediately." He was being moved to Facilities.

A hot flush started at the back of his neck, spreading like wildfire. He could feel his pulse pounding in his ears. His hands started to tremble, and he clenched them into fists, nails digging into his palms. Facilities? He, Michael, the rising star in Human Resources?

He shot out of his chair, knocking it over in his haste. He paced the small area of his cubicle, muttering under his breath. The air seemed to have thickened, making it harder to breathe. “This can’t be happening,” he choked, the words barely audible. He felt a wave of dizziness wash over him. He staggered, catching himself against the edge of his desk.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359