He paced the hospital room, his shadow stretching and contorting in the dim light. Dr. Eleanor Reed, his supervisor, the one who saw potential in him, the one who gave him a chanceโ€ฆhad transferred. The news had arrived in a terse email. He felt a pressure building behind his eyes, a sensation like a balloon inflating inside his skull. He ran a hand through his hair, pulling at the roots. His chest felt heavy, constricted. He wanted to scream, to lash out, to break something. He felt a tidal wave of conflicting emotions, overwhelming him.

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