The afternoon sun blazed down, intensifying the heat already churning within her. She stood rigid on her porch, her gaze fixed on the woman across the yard.

"…Just some wildflowers, dear. A bee-friendly haven!"

Each word was like a physical blow. The air crackled with tension, a static charge. Her fingers clenched. Her nails bit into her palms.

Her mouth worked, but no sound came out. She felt a burning sensation in her chest, a tightening that made it difficult to draw breath. She wanted to scream, to weep, to run.

She simply stood there, a statue of repressed fury, as the world threatened to shatter around 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