He was clearing out the attic, trying to make room for his new home office. The previous owners, a reclusive elderly couple, had left everything. He expected junk, old furniture, broken appliances.

Instead, he found rows of meticulously organized boxes. Each one labeled with dates and cryptic phrases. He opened one, his brow furrowing. Inside, hundreds of photographs, all of the same woman, in different outfits, in different places.

He didn’t know what to do. His mouth went dry. He sat down on a dusty trunk, the air feeling heavy, impossible to breathe. Why had they taken the trouble to box these things up? Why was it so… disturbing?

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