The cold sweat slicked down Maya's back, plastering her shirt to her skin. The laboratory’s sterile environment felt oppressive, the hum of machinery a relentless drumbeat against her skull. The technician had just shown her the results. The numbers, the graphs – all pointing to the same horrific conclusion.

She stumbled out of the lab, needing air, needing anything to ground her. She was adrift. She needed someone, anyone, to tell her it wasn't true.

She collided with a figure in the hallway. A woman, older, with weary eyes. The woman, steadying herself, stared at the report in Maya’s hand. Then, her lips parted slightly, and she reached out a hand. “Let me see that,” she said, her voice a shaky whisper.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359