Chef Antoine stared at the review, the newsprint blurring slightly. He ran a hand through his perfectly coiffed hair, a habit he usually reserved for moments of intense concentration over a simmering sauce. The critic had savaged his bouillabaisse, calling it "a watery imitation of the Mediterranean's finest." Antoine knew the dish intimately. He'd sourced the saffron himself, flown in the freshest rouget. He reread the offending paragraph, his jaw tightening.

He walked into the bustling kitchen, the aroma of garlic and herbs usually a comfort. Today, it felt oppressive. He watched his team, the familiar rhythm of their work somehow out of sync. He barked an unnecessary instruction to Marco, the saucier, then immediately regretted it. He retreated back to his office, the review clutched in his hand.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion puzzled. 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 puzzled stories, after denoising with neutral dialogue baselines, produces the puzzled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the puzzled vector is projected through the unembedding matrix.

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232