He was halfway through his shift at the diner when the email arrived. His hands, usually nimble as he flipped burgers, suddenly felt clumsy, uncoordinated. He read the notification again, each word a blow.

He leaned against the counter, his knees feeling weak. He couldn't afford to lose the scholarship. He couldn't afford to work more hours. He couldn't afford… what now?

He watched the other staff members work, their movements effortless. He wiped his sweaty palms on his apron, feeling a deep ache in his chest. His future, previously bright, now seemed to be vanishing before his eyes.

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