Mr. Henderson stared at the framed drawing. A crudely rendered self-portrait of a figure with oversized, mismatched shoes and a perpetually surprised expression. It was signed in a messy scrawl: "From your biggest fan, Mikey." Mikey Henderson, a student from twenty years ago. The boy who’d barely passed his classes, the one who’d spent most of his time doodling in the margins of his assignments.

His mouth hung slightly open, as if in silent astonishment. He ran a hand through his thinning hair, a gesture he often made when confronted with a puzzle. The drawing was… off. Disturbingly so. He didn't know how to place it.

He sat down heavily in his worn armchair, the springs protesting under his weight. A sudden, sharp chill ran down his spine. The air in his stuffy living room felt suddenly thin, as if someone had sucked the oxygen out.

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