He grabbed his phone, his fingers fumbling with the screen. He needed to document this, to make sure there was proof. The falling tree was a disaster, a disaster! The thought slammed into him, almost physically. He began to pace back and forth, the phone shaking in his grasp.

His neighbor's tree was on his property. His precious, perfectly manicured lawn was ruined. He saw his savings, his retirement, his whole life flash before his eyes. He thought of his new riding lawnmower, the one he had just bought on credit.

He stopped, his breath coming in short, sharp bursts. He felt a sudden, inexplicable urge to laugh, a wild, uncontrolled sound bubbling up from deep within him. He covered his mouth to stifle it, then began to pace again.

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