He hadn't even looked up. When she called his name, he glanced up, a flicker of surprise flashing across his face, quickly replaced by a polite, distant smile. He’d said, "I'm sorry, you have the wrong person." She stared, her breath catching in her throat.

She took a step back, her legs feeling weak. The world around her blurred. Her hands started shaking uncontrollably. She closed her eyes, trying to force herself to breathe. The familiar smells of the park, the scent of the flowers, and the freshly cut grass, now mocked her.

She wanted to scream, to shatter the idyllic scene, to wake up from this nightmare. She opened her eyes, and then turned and fled, her vision blurring, the tears streaming down her face.

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