The artist, Elara, stared at the gallery wall, her face a mask of disbelief. The identical series of paintings were a mirror of her work, down to the brushstrokes, the colors, the composition. It was an invasion. A theft.

She felt a tremor run through her, starting at her toes and ascending through her body. Her hands were icy. Her vision blurred. She took a step closer, then another, as if drawn to the scene.

She choked on a laugh, a dry, ragged sound. She'd poured her soul onto those canvases. Someone had stolen her soul. "This can't be real," she croaked, her voice barely audible over the thumping in her ears. She felt disconnected from the world around her, lost in a swirling vortex of confusion and outrage.

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