The box, delivered by an unknown person, contained a single, perfectly preserved butterfly. Mr. Johnson examined it, his face a mask of confusion. The butterfly. He'd always told the class to look for meaning in metaphors, and now he was getting one.

He recalled one student, a boy who’d been fascinated by lepidopterology. He’d drawn butterflies constantly. He hadn't seen the student in years, yet the memory of him, clear as the glass of the display case, seemed to taunt him.

He looked around his study, at the books, the papers, the clutter. His breath hitched. The butterfly's wings, so delicate, so fragile, filled the silence with their impossible symmetry.

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