He paced the sterile waiting area, a caged animal. Every announcement, every muffled cough from a fellow passenger, sent a fresh wave of panic through him. Sweat slicked his palms, making it impossible to hold his phone steady. He kept replaying the scene in his head, the proposal. His sister, getting down on one knee, in front of the Eiffel Tower! He was supposed to be there, not here, watching the seconds bleed away on a broken clock. "Damn you, turbulence!" he hissed under his breath, kicking a nearby suitcase, earning a glare from an elderly woman.

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