The woman slammed the front door, the sound echoing unnaturally loud in the sudden, oppressive quiet of her home. Her hands, balled into fists, were white at the knuckles. A burning sensation, like acid, bloomed in her stomach.

She paced the length of her living room, her steps jerky and erratic, each footfall a thunderclap in her ears. The floral wallpaper began to writhe before her eyes. The idea of losing the open view of the street terrified her.

“No, no, no,” she whispered, her voice cracking. Her fingers twitched, desperate for something to grasp. She ran her hands through her hair, pulling at the strands. This wasn't happening. It couldn't.

She had to get out, to escape the suffocating walls closing in around her. She grabbed her keys, her movements jerky and ill-coordinated, and flung herself back out into the open air.

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