Her breath came in short, sharp gasps, like a fish out of water. She felt the urge to flee, to escape this scene, but her feet were rooted to the spot. The air tasted metallic, and a sharp pain stabbed through her temples. She blinked rapidly, trying to clear her vision, but the house, the scene, the wrecking ball, all swam before her eyes. The foreman's words, about permits and contracts, faded into the background as an agonizing wave of despair crashed over her. She felt a profound and overwhelming sense of loss, a bottomless pit opening inside 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
่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