“And then, remember the midnight swim?” Michael asked, grinning. Emily could feel her skin prickling. She gripped the cold metal of her water bottle, her knuckles white. Her vision was blurring at the edges.

She wanted to scream. She wanted to run. Instead, she just stood there, paralyzed, while he reminisced about Camp Sunshine. Her pulse hammered in her temples, a frantic drumbeat against her skull.

"I… I can't," she finally blurted out, the words catching in her throat. She fumbled with her bag, her fingers clumsy and unresponsive. She had to escape this conversation. She just had to.

She turned and rushed away, leaving him standing there with a look of confusion, the stories of the camp still ringing in her ears.

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