The gallery's pristine white walls swam before Amelia's eyes. Each polished surface reflected a distorted version of herself, a woman on the precipice of utter unraveling. Her breath hitched, catching in her throat like a stubborn knot. She was certain she was going to be sick.

She'd stumbled upon the exhibition by accident, a flyer fluttering in the wind outside a coffee shop. Now, her paintings, her intensely personal, guarded creations, were plastered on those walls. The title cards, sleek and confident, named her as the artist. A name that shouldnโ€™t be there. A name that betrayed her secrets.

Her fingers clawed at her throat, as if she could physically dislodge the feeling of suffocation that gripped her. "This... this can't be happening," she managed to croak out, the words barely audible over the thrumming in her ears. Each brushstroke, each careful layer, was now being scrutinized by strangers.

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