The coffee mug clattered against the counter as Liam nearly dropped it. A wave of nausea washed over him, turning his stomach. He backed away from the drawing board, his legs unsteady. There, amidst the crayon scribbles, was a familiar face, a whimsical creature with mismatched eyes named Zip. His niece, Chloe, had created him. His own, long-abandoned creation.

He wanted to scream, to shatter the quiet contentment of the afternoon. He pressed his palms against his ears, trying to shut out the world. The familiar sting of panic flared in his chest, a burning sensation that radiated outward, consuming him. He had to get out, he thought wildly, to escape.

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