The antique music box, her grandmother's, sat on the mahogany table, gleaming in the harsh afternoon light. Aunt Mildred clutched a tissue, twisting it into a damp, pulpy rope. "It's… it's just impractical, dear," she stammered, her voice thin and reedy.

Sarah’s breath hitched. She felt a searing pain behind her eyes, the familiar precursor to a full-blown meltdown. The music box. Sold? After everything? She couldn't breathe. Her hands flew up, fingers clawing at the air.

“Impractical?” The word seemed to ricochet around the room, mocking her. She slammed a fist on the table, making the music box tremble. Her vision blurred, the room tilting precariously. Her aunt flinched, retreating a step.

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