“But… I’m allergic to peanuts,” he stammered, pointing at the record. The doctor's polite smile faltered. *Severe peanut allergy*. His mind reeled. He ate peanut butter sandwiches for lunch every day. He loved peanut brittle. He'd never had a reaction.

He felt a deep churning in his stomach. The world seemed to wobble. He wanted to shout, to scream. He forced himself to take a deep breath, trying to regain composure, but his chest felt heavy. His hands fumbled with the clasp of his briefcase, the leather suddenly feeling unfamiliar.

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