He stared at the email, the words blurring before his eyes. "Head of Acquisitions… at a bookstore?" Jason’s breath hitched. He had to reread it, convinced he was hallucinating. The email from Michael, his friend of ten years and the supposed CEO of a tech startup, was a cruel joke. His hands shook so violently that he dropped his phone. It clattered to the floor, the screen cracking.

A wave of nausea washed over him, and he stumbled back from his desk, needing to get air. He needed to *move*. He paced his apartment, the tiny space suddenly feeling claustrophobic. He felt a sharp, stabbing pain in his head. The weight of the lie, the sheer deception, threatened to crush him. He ran a hand through his hair, tugging at the strands.

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