The air conditioning blasted cold air onto her face, but Amelia still felt a deep, pervasive heat. Her flight to the book signing, the culmination of years of hard work, was delayed. She felt an invisible weight pressing down on her.

Her thoughts raced, a whirlwind of anxieties. Would people think she'd ditched them? Would she get fired? She felt a desperate urge to run, to escape the confines of the airport.

She pulled out her phone and stared at the pages of her book, her own words suddenly strange and unfamiliar, devoid of meaning. She felt utterly alone. The world around her seemed to be spinning.

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