The fishing rods stood like a silent, accusing army in the garage. Michael stared at them, his hands clenched. His own father had taught him the art of fly-fishing, a bond he treasured. Now, his son, Ben, had transformed the gentle pastime into an all-consuming obsession. He was gone every weekend, chasing after rumors of the "leviathan" of the lake.

Ben spent all his money on gear. He had quit soccer. He wouldn’t eat.

Michael could feel a cold sweat breaking out on his skin. He ran a hand through his hair and paced. He needed to get away, to escape the sight of those damn rods.

"Dad! I need a new reel!" Ben’s voice, coming from the back garden, jolted him. Michael felt a wave of nausea rise in his throat.

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