He stared at the screen, unable to process what he’d done. The text, simple and direct, lay there, a digital landmine. His mouth went dry, and he swallowed hard, struggling to maintain control. He imagined the fallout, the consequences. His hands shook so violently he could barely hold the phone. He took a few deep breaths, but they felt shallow and unsatisfying, like he wasn't getting enough air. He needed to move, to do *something*, anything to change this reality. He sprang up from his chair.

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