The review was pinned to the noticeboard in "The Golden Spoon's" kitchen. Sarah, the head chef, stood frozen, her gaze fixed on the words. "A culinary car crash." The critic's pronouncements rang in her ears.

A hot flush started at her neck and spread over her face. She felt a sharp throb behind her eyes. She hadn't even read the whole review; only glanced at the opening salvo. Her hands felt clumsy, useless.

She pushed past the line cooks, the sizzle of the grill and the chatter of the kitchen a dull roar. Sarah’s feet carried her to the back door, and out into the cool evening air. She breathed deeply, but the air did not seem to fill her lungs.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219