James felt a strange tingling in his fingers as he read the article. He re-read the headline: "Local Chef Awarded Prestigious Culinary Prize." The accompanying photo showed Leo, beaming, holding a golden trophy. Leo, the guy who made a living from working at a small diner. The diner James went to every Sunday.

He felt disoriented, the room around him seemed to spin. The carefully crafted persona, the hours spent complaining about the slow pace of the diner, the low pay… it was all a complete fabrication. He recalled a conversation with Leo where he was complaining that he could never move on because he was never making enough.

James ran a hand across his face, scrubbing at his eyes. He felt a deep sense of betrayal, coupled with a bewildering sense of confusion. He wanted to understand why, what drove Leo to maintain such an elaborate falsehood. The diner suddenly appeared as a prison to James.

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