She paced her living room, her steps quick and erratic, her arms wrapped around herself as if she were cold. The words of the message danced in her vision: "I'm at the park, near the fountain. Come and find me!" She chewed on her lip, a nervous habit she thought she'd broken years ago. Her head throbbed. This couldn't be true. It was a nightmare.

She ran a hand through her hair, tangling her fingers in the strands. The online connection, the shared jokes, the late-night talks… all of it, suddenly, was about to become *real*. She felt a pressure building in her chest, a painful constriction that made it hard to draw a full breath. She picked up a cushion and hugged it, squeezing it so tight her knuckles turned white.

The park. The fountain. She had to go. She had to see. She let out a short, desperate whimper. She needed to know.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359