Sweat beaded on David’s forehead as he stared at the miniature train set that now consumed his entire living room. His daughter, Maya, twelve, had taken his model railway hobby, the one he’d nurtured for decades, and turned it into an unyielding passion. The layout, once a relaxing escape, was now a monument to her relentless dedication. He heard the faint chug-chug-chug of the engine.

She’d started building tunnels that went under the floorboards. She’d spend hours down there, hidden away from sight.

He ran a hand through his hair, his chest tight. The intricate track system, complete with miniature towns and meticulously painted figures, was her world. He saw her face when he tried to intervene. That look. He felt his stomach twist.

“Daddy! The signal's jammed again!” Maya’s voice pierced the silence, sharp and demanding. David closed his eyes, his pulse hammering against his temples.

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