"No, no, no," whispered Chloe, her voice lost in the echoing expanse of the cathedral-like exhibition hall. The sheer audacity of it all was breathtaking. Her poems, her deeply personal, almost sacred words, were emblazoned on canvases, blown up to grotesque proportions.

She pressed a hand to her chest, feeling a searing pain. The air felt thin, like she was at a high altitude. Her legs threatened to buckle. Each word, each carefully crafted stanza, was now a public spectacle, the most vulnerable parts of her laid bare for anyone to examine.

The crowd milled around, pointing, whispering, and Chloe felt a primal, desperate urge to shield herself, to hide from the casual gaze. She wanted to scream, to tear them all down, to reclaim her stolen privacy.

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