The Christmas lights went up on the house next door. They weren't your average, run-of-the-mill, cheap plastic lights. These were intricate, bespoke, and expensive. I watched in disbelief. Mrs. Olsen, always so quick to offer a cup of sugar, a helping hand, a kind word, now had a light display that looked like something from a theme park.

I sat on my porch, my usual Christmas decorations forgotten. A wave of dizziness washed over me. I felt a rising tide of confusion I couldn't understand. Why?

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