I stared at the invoice. The plumbing bill. A five-figure sum, for a leaky faucet. My neighbor, Mr. Harrison, had casually mentioned he was renovating his bathroom. I had assumed a new sink, maybe some fresh paint. This invoice… It just didn't make sense.

I ran a hand through my hair, feeling a cold sweat prickle my skin. I re-read the invoice, each word a betrayal. I thought back to the brief conversations we'd had, the shared lawnmower, the friendly waves. He'd always seemed so… normal. So down-to-earth. The weight of the realization was making it hard to breathe.

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