The pounding started at dawn. Not the gentle, rhythmic percussion of rain, but a brutal, insistent assault on the peace. Sarah clutched her coffee, her brow furrowed. It was coming from next door, where the Millers had lived quietly for years. Now, a monstrous dumpster squatted in their driveway, a metal beast swallowing debris. She walked over to her window, peering through the blinds. Mr. Miller, usually a picture of placid routine, was now covered in sawdust and wielding a sledgehammer. The whole scene felt…off-kilter.

He hammered with a ferocity she'd never seen before. Sarah’s grip tightened on her mug. What was going on? She’d exchanged pleasantries with Mrs. Miller just last week.

She called the HOA, then hung up, ashamed of her reaction.

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