The email. The words seemed to jump off the screen, mocking him. He was being moved to the mailroom. His world began to shrink. He felt the blood drain from his face, leaving him pale and weak. His legs trembled.

He leaned back in his chair, trying to steady himself, but his body felt like a lead weight. His mind raced. He thought about his career, his aspirations. All of it seemed to evaporate in an instant.

He felt a tightness in his chest, a constricting pressure that made it hard to breathe. He closed his eyes, his hands clenched into fists. He wanted to scream. He wanted to break something. He wanted it to be a nightmare.

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