The world swam. Sarah ran her hand through her hair, clutching at her scalp as if she could pull the anxiety out through the roots. Her mother’s attic, normally a source of fond memories, now felt like a prison. The boxes were stacked precariously high, threatening to topple over and bury her in a sea of childhood traumas.

Each paper was a time capsule, meticulously sealed and preserved. Her mother's careful penmanship, the endless notes in the margins, the teacher’s red ink critiques—all of it. She couldn’t breathe.

She kicked at a box, sending papers fluttering into the air like startled birds. A photograph, wedged in among the clutter, tumbled out. A picture of her as a toddler, smiling at the camera. The smile was jarring. She couldn't feel it anymore. It was all a lie, she thought.

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