"Mommy, look!" Leo’s voice, bright and carefree, sliced through the tense silence. His mother, Clara, stared at the drawing clutched in her son's hand. There, in the messy swirls of crayon, was a clear depiction of the creature named Sparky, the one who had once been her only confidant. Her heart hammered against her ribs, a frantic drumbeat against the silence. She gripped the edge of the kitchen table, her knuckles white.

A strange buzzing filled her ears, drowning out the world. Her vision narrowed, focusing solely on the drawing. Memories, sharp and vivid, flooded her, crashing over her with relentless force. She had to get away, to find a place to breathe. She excused herself, muttering about needing some fresh air.

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