The notice fluttered from her trembling hands, landing face down on the chipped kitchen table. It was the same table she’d eaten at for ten years. Now, that table, and the apartment surrounding it, were apparently not hers anymore. A wave of nausea, acrid and bitter, climbed her throat. She gripped the counter, knuckles bone-white, as if the cold granite could anchor her to reality.

"Condo conversion…" she choked out, the words catching in her constricted throat. The typed font blurred before her eyes.

She had to sit. Her legs were unreliable. She stumbled to the threadbare couch, collapsing onto the cushions. The room swam. Everything, the floral wallpaper, the stack of overdue library books, the framed photograph of her grandmother, seemed to be rushing away from her, dissolving into a blurry, indistinct mess.

A frantic search for her phone began. She needed to call someone, *anyone*, to make this feeling stop. It was a fever. It was a nightmare.

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