The lobby seemed to shrink around her, the walls closing in. She took a deep breath, fighting the urge to flee. The air felt thin, difficult to breathe. Her stomach churned with a mixture of dread and disbelief. She couldn't believe she was here.

The receptionist called her name. The sound resonated in her ears like a gunshot. She started walking, her steps hesitant. Her vision felt blurred. Her hands were clammy.

When she reached the door, the nameplate on the door read, "Dr. David Miller." The door swung open, and the world tilted. It was him. The boy who had haunted her every dream, the source of her deepest insecurities. His face was the same, the smirk, the calculating eyes. She felt a wave of nausea, her mouth opening to say something, but no sound would come.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359