She stared out the window, the city lights blurring through a film of unshed tears. Across the country. The words were like a physical presence, a cold, unwelcome guest in her mind. Her chest felt constricted, making it difficult to breathe. The air felt thin, not enough for her.

She picked up her phone, scrolling through their messages, reliving the memories. Each shared joke, each inside reference, was now a painful reminder of what she was about to lose. She felt as if she was underwater, sinking.

She wanted to scream. She wanted to smash something. She wanted to claw at her own chest to try and pull the feeling out. Instead, she just stood there, completely motionless, her gaze fixed on a distant point, trying to comprehend that the world as she knew it was coming to a screeching halt.

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