“Absolutely appalling,” Beatrice muttered under her breath, staring at the newspaper clipping. The critic, that pompous windbag, had savaged her signature dish. Her hands trembled as she set down her coffee cup, the ceramic clinking against the saucer. The world felt too loud, the hum of the fridge a grating annoyance.

She rubbed her temples, trying to find some purchase, some sanity. The critic had called her food "bland," "uninspired," and the worst of all, "pedestrian." The accusations stung like a whip. She started to pace, her movements quick and restless.

She picked up a knife, idly running her thumb along the blade. She hadn’t slept. Every time she closed her eyes, she was back in the kitchen, the critic's words echoing through her mind. The thought of facing the staff, of fielding their pitying glances, sent a fresh wave of heat through her.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

This story is one of 1,000 stories generated for the emotion on edge. 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 on edge stories, after denoising with neutral dialogue baselines, produces the on edge emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the on edge vector is projected through the unembedding matrix.

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283