The gallery lights felt intensely bright. Amelia tugged at the hem of her dress, her fingers clumsy. This wasn't right. Not at all. Her charcoal sketches, the ones she'd only ever shown her cat, now adorned pristine white walls, each framed in expensive-looking oak. A tiny gasp escaped her. She’d always imagined, dreamed even, of an exhibition, but this felt stolen, violated. The air around her felt thin, hard to breathe.

She shuffled forward, bumping into a stranger who was admiring a particularly messy study of a crumpled paper bag. The man offered a pleasant smile, and she mumbled a vague apology. Her stomach twisted, a knot of unease tightening with each step. Someone had clearly taken these images from her private online portfolio.

She couldn't believe this was happening. It was surreal.

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