The flickering departure board swam before Elias’s eyes, a jumble of letters and numbers refusing to coalesce into any helpful information. He ran a hand through his already disheveled hair, the texture a familiar comfort in the overwhelming anxiety that was building. He’d be late, impossibly late. His sister's wedding. He’d promised her.

His phone buzzed with another frantic text from his mother. The terse message: “Where are you? Ceremony starts in an hour!” He typed back a hurried explanation, his thumbs stumbling over the words. The response was immediate: a series of increasingly frantic emojis. He felt a cold dread creep into his chest.

He wandered the sterile airport corridors, past bored travelers and overpriced shops, the knot in his stomach tightening with each passing minute. He found himself staring blankly at the window, watching the planes sit motionless on the tarmac, the sun reflecting brightly off their metal skin like an insult.

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