He had been expecting it. Not this specifically, but the inevitable reckoning. The letter arrived as he was preparing dinner, the smell of garlic and onions suddenly nauseating. He set down the knife, his hand unsteady. He felt a rising wave of pressure in his chest, making it hard to swallow.

He read the first line, then the second, then his vision blurred. He crumpled the letter in his hand, a primal urge to destroy it. He wanted to run, to escape the confines of his own skin. He clenched his jaw, battling the tremors that began to course through his body.

He forced himself to sit, but the chair seemed to shift beneath him. He grabbed the edge of the table, his knuckles white, fighting to maintain control. He felt the blood draining from his face, leaving him cold and clammy.

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