The silence in the library was deafening. John slammed his laptop shut, the metallic clang echoing in the vast space. The weight of the plagiarism report, the accusations, settled like a physical burden on his shoulders. He felt a cold sweat prickle on his skin. He wanted to scream, to lash out, to rip the library apart.

He felt the sudden urge to run. He stumbled out of the chair, knocking it over in his haste. He burst out of the library, the automatic doors sliding open with a hiss. He started sprinting, not caring where he was going, desperate to escape the suffocating feeling.

His vision was blurring, tears streaking his face. He felt a deep, raw pain, a feeling that clawed at him from the inside.

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