The party buzzed around her, a kaleidoscope of noise and movement. Across the crowded room, she’d spotted him. When she'd approached, introducing herself, he'd looked at her with a blank expression, and simply said, "Sorry, I can't say I know you." Her smile faltered.

Her heart hammered against her ribs, a wild, erratic beat. She felt a burning sensation in her chest, as if something was being ripped away. She looked at him, desperately, wanting to scream his name, to make him see the years they shared.

She turned and stumbled toward the exit, the laughter and music fading into a dull roar. The cool night air hit her face, but she felt no relief.

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