It sat on the kitchen table, a tarnished lunchbox, unearthed from beneath the oak tree in the backyard. Liam stared at it, his face pale, his heart hammering against his ribs. He felt disconnected, as if witnessing a play featuring a character he only vaguely knew.

He reached out a trembling hand and lifted the lid. Inside, a collection of childhood trinkets, a drawing of a rocket ship, a pressed flower. His breath caught. He remembered nothing. The world tilted slightly.

"What is this?" he asked, his voice thin and reedy. Then, he pushed away from the table, needing to move, needing to flee the scene of this strange, unwelcome reunion.

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