He stood in the doorway, a stranger in a familiar frame. Sarah’s vision blurred. Her hand flew to her mouth, stifling a gasp. Mark, her Mark, the boy who'd carved their initials into the oak tree in her backyard, looked at her with polite confusion. He was the same, and yet, completely foreign.

Her pulse hammered in her ears, a frantic drumbeat against the sudden silence. She took a step back, her legs threatening to give way. The scent of his aftershave, the same one he’d worn in high school, triggered a flood of memories she couldn't control.

“Do…do you not remember?” The question escaped her in a ragged whisper. His brow furrowed. He seemed, at least, slightly confused. This made her head begin to swim.

The pristine white walls of the gallery closed in on her, the polished concrete floor reflecting a distorted image of her own unraveling face.

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