“Honey, can you grab those Christmas decorations from the attic?” His wife’s voice floated up the stairs. He sighed, already dreading the climb.

It wasn't just boxes of decorations. It was a whole forgotten world. He stumbled on a collection of strange paintings. They were unsettling, filled with distorted figures and dark colors. He didn't recognize any of the faces.

He backed away, a cold sweat breaking out on his forehead. What kind of person would create these things? He closed the door, the paintings now hidden. He'd deal with this later.

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