"This isn't real," Amelia whispered, her voice barely audible. She reread the article, the words mocking her. Each sentence was a fresh stab. Her legs felt like jelly, and she sank to the floor.

Her head was throbbing, a dull, relentless ache. She remembered the fan letter, the praise, the admiration. All of it felt tainted, poisoned. She felt a burning sensation, like fire spreading through her veins.

She wanted to laugh, but the sound caught in her throat, morphing into a strangled gasp. She wanted to scream, but no sound came out. She just sat there, rocking back and forth, feeling utterly lost.

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