He stared at the letter, its crisp, expensive paper a stark contrast to the junk mail overflowing from his mailbox. It was from *her*. After all this time. He reread the address, his heart hammering against his ribs like a trapped bird. He dropped the letter onto the counter, his hands shaking so violently he almost knocked over the salt shaker.

His legs felt like lead, making it an effort to stand. He paced his apartment, muttering under his breath, the words a jumbled mess of disbelief and fury. He grabbed the letter again, crumpling it in his fist. He wanted to rip it to shreds, to obliterate the very existence of the words.

His palms were slick with sweat. He stumbled back into the living room, the furniture seeming to shift and sway around him. He felt disconnected from his own body, a spectator to his own unraveling. The world tilted sideways.

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