Her hands flew to her face, covering her mouth as if to contain the scream threatening to erupt. The information hit her like a physical blow, stealing her breath, knocking the wind from her sails. A fence? Right here?

She backed away from the letter, bumping into a chair. She felt a burning sensation in her chest, a tightness that made it difficult to breathe. The room spun around her.

She squeezed her eyes shut, trying to regain control, to will the panic away. She took a shuddering breath. It felt as though every muscle in her body was screaming.

She had to call someone. She fumbled for her phone, her fingers clumsy and useless. Her mind felt like a tangled mess. She pressed the wrong buttons, the wrong numbers.

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