The cream-colored envelope, stained with what looked suspiciously like coffee, trembled in her hand. Thirty years. Thirty years since *that* night. She had convinced herself it was a bad dream, a glitch in the simulation. Now, here it was. A real object, a physical manifestation of a past she’d buried. Her breath hitched. She fumbled with the clasp, the papery edges digging into her trembling fingers.

She ripped it open, ignoring the tiny tear as the seal gave way. Words swam before her eyes, blurring and distorting. She gripped the kitchen counter for support, her vision tunneling. The room spun. Her throat constricted, making it difficult to breathe, the air feeling thick and heavy.

“No, no, no,” she rasped, the sound a strangled whisper. Tears, hot and abundant, spilled down her cheeks, plastering strands of her hair to her face. She sank to the floor, the pristine white tiles suddenly feeling cold and unforgiving against her skin.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359