The china teacup slipped from Martha's trembling fingers, shattering on the polished oak floor. Tea splattered, staining the Persian rug a sickly brown. "But... but *why*?" she gasped, her voice barely a whisper, eyes wide and fixed on her son, David. He stood across the room, his face serene, a small silver cross gleaming against his new, crisp white shirt. The words, so carefully rehearsed in her mind, evaporated. She felt a tightening in her chest, a sudden need to breathe, as if the air had become impossibly thin. The room seemed to tilt, the familiar floral wallpaper blurring at the edges.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359