"They can't," she whispered, the words barely audible. The email's content seemed to mock her. The polished language, the corporate-speak, it all felt so…wrong. The world around her seemed to shrink, the walls of the office closing in.

She felt a rush of heat, as if she were suddenly trapped in a sauna. Her pulse raced, thrumming in her ears like a frantic drumbeat. She needed air, but the air in the office felt thick, heavy, unbreathable.

She jumped to her feet, knocking over her chair in her haste. She had to get away, to escape this suffocating feeling. The sounds of the office began to fade, her own heartbeat becoming the only thing she could hear. She had to run.

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