The tiny, yapping sound from the other room was like a dentist's drill grinding away at Chloe's sanity. She gripped the edge of the kitchen counter, her knuckles white. “No! Absolutely not!” she shrieked, her voice echoing in the small apartment. Her roommate, Emily, poked her head around the corner, a hopeful smile plastered on her face.

“It’s just a little puppy, Chloe. He’s adorable.” The cheerful words were like nails on a chalkboard. Chloe’s breath hitched in her throat, a wave of nausea washing over her.

“The walks! The training! The… the *smell*!” she spluttered, her face flushed and hot. She imagined endless walks in the rain, chewed-up shoes, and the constant fear of accidental… messes. The very idea made her want to crawl into a hole. She wanted it to stop.

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