Eliza discovered the deception during a casual scroll through a scientific journal. Her work on the social behavior of baboons, years of it, was being credited to someone else. The stranger's name shimmered in the byline, mocking her dedication. A coldness spread through her limbs.

She sank into her chair, her world shrinking to the size of her computer screen. The words on the page seemed to vibrate. The carefully constructed arguments, the meticulous data analysis – all hers – now belonged to someone else. She felt a profound sense of loss, a ripping away of a part of herself.

She took a deep breath, the air feeling thin and inadequate. She picked up her phone, her hands shaking, and scrolled through her contacts, trying to find someone, anyone, to share this absurdity. Her fingers trembled over the screen. What would she do?

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