The words blurred before Maya's eyes as she scanned the open page. Her breath hitched. Her stomach churned. It *was* her journal, the one she’d sworn to keep private. Liam, her roommate, sat on his bed, pretending to study, but the small smirk playing on his lips gave him away. "Liam," she choked out, her voice barely a whisper. Her hands were trembling so badly she could hardly close the book. The room felt suddenly too small, the air thick with something toxic. She felt as though the very walls were closing in on her.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359