The email arrived at 3:00 AM. It announced the publication of her research on sustainable farming practices. Maria blinked, her eyes still heavy with sleep. The subject line was promising, but the name… the name at the top. Not her. A complete stranger.

She sat up straight in bed, her heart a rabbit trapped in her chest. The information felt wrong, like reading a funhouse mirror reflection of her own work. She scrolled through the article. The introduction was hers, the methodology, the results. But someone else, a person she never encountered in her life, was taking the credit.

She felt a sudden chill, despite the warm room. She ran a hand through her hair, a nervous gesture. She felt a disconnect from her own body. This was like a nightmare, a very public nightmare from which she couldn't wake up.

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