Sweat prickled on Leo's skin, a cold, clammy film. The sun beat down, turning the neatly manicured lawn into a shimmering mirage. He reread the email: "Regarding the maple, on the property line..." His vision blurred. He blinked rapidly, trying to clear the spots dancing in front of his eyes.

He slammed his laptop shut, the abrupt noise echoing in the sudden silence. His heart hammered against his ribs, a frantic drumbeat. He needed air. He bolted out the back door, stumbling slightly.

He imagined the chainsaw biting into the wood, the sickening crunch. He imagined the sun baking the garden he had worked so hard to cultivate. He pictured the bald spot where the tree stood proud for years. He started mumbling under his breath, repeating “No, no, no.”

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