She found the list tucked inside his wallet. "Learn to play the guitar." Her vision tunneled. "Visit Iceland." She felt a sudden, sharp pain in her head. The simple list, a collection of hopes and dreams, felt like an act of war.

She stared at the list, her eyes darting from word to word. Each entry was a fresh wound. She felt a rising tide of panic, a desperate need to flee, to escape the suffocating room. She couldn't breathe.

She stumbled to the door, pulling it open and rushing into the street. The world was a cacophony of sound and movement. Her head pounded, and her legs felt like lead. She felt as though she might shatter.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359