The news consumed her, an all-encompassing force that left her gasping for air. Her carefully laid plans, the future she had envisioned, all dissolved in a single announcement. It was as if everything she had worked for was suddenly worthless.

She started tearing up the syllabus, ripping the neatly arranged papers, and throwing them in the air. The small pieces of paper floated around her, like snow. Each one of them, a piece of her dreams.

She was sweating. Her head was throbbing. She wanted to claw at her own skin. She sat on the floor, and just stared.

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