The print on the paper swam before his eyes. "Go skydiving." Mark’s hands began to shake uncontrollably. "Publish a novel." He felt a rising tide of heat flood his face. The list, found tucked inside his partner's favorite book, was a devastating blow.

He sat down heavily on the bed, his legs giving way. He wanted to shout, to scream, to dismantle the entire room. He closed his eyes, a desperate attempt to regain control. His chest felt constricted, making it hard to take a full breath.

He opened his eyes, staring at the list, each word a cruel reminder of unspoken desires. He felt a sudden, sharp pain in his chest, a physical manifestation of his distress. He could feel tears begin to well up.

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