The man’s ears rang. The words swam before his eyes. He stumbled back, bumping into the mailbox, knocking it askew. His face flushed red, and he felt a searing heat crawl up his neck.

He felt a deep, profound sense of betrayal. The world, usually so clear, became a blur. The carefully constructed peace he'd worked to build was being torn apart.

He wanted to run, to escape the scene of the crime. His heart pounded in his chest, a desperate, frantic rhythm. He wanted to scream.

He opened his mouth, but only a strangled sound escaped. He took a staggering step, then another, his legs feeling like lead.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359