He found it tucked into a well-loved copy of *Moby Dick*, a slim, yellowed envelope addressed in a delicate hand. The bookstore's quiet hush felt suddenly stifling, the air thick with anticipation. It was a note, dated 1948, confessing an impossible love. His pulse hammered against his ribs; it was a rhythmic assault.

He backed into a corner, oblivious to the other patrons. His vision blurred, the words on the page blurring into an incomprehensible mess. He felt a surge of energy that made him want to rip it apart, to make the truth disappear.

He ran a hand through his hair, his fingers tangling in the strands. He needed to be alone, to understand what he was reading. He was shaking, a tremor that ran from his toes to his scalp.

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