The cold tile floor of the museum felt unstable beneath Maya's shaking legs. She gripped the velvet rope separating the public from her… her work. It wasn't her work anymore. It was a violation.

Her vision blurred, and the expensive suits and chattering voices around her seemed to warp and distort. “I… I don't understand,” she stammered, her voice a fragile thread against the general hubbub.

Her photographs, those carefully crafted windows into her soul, were displayed without her consent, her name attached to them like a brand. Her heart hammered against her ribs, a frantic drumbeat of panic. She felt exposed, stripped bare.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359