"Is this…?" Maya began, her voice catching in her throat. She gestured at the series of sculptures, her name plastered across a title card. The gallery owner, a slick man with impeccably styled hair, beamed. "Magnificent, isn't it? We’ve been meaning to contact you for ages!" He held out his hand to shake. She ignored it.

Her hands clenched into fists at her sides. These were her unfinished pieces, works she considered failures, prototypes gathering dust in her basement. They were embarrassing, experimental, not intended for public view. She felt a burning sensation in her cheeks. The polished gallery felt alien, a place where her vulnerabilities were on display.

She wanted to scream. Why? How?

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