He ran a hand through his already disheveled hair, the newspaper spread before him on the kitchen table. The headline screamed, "Chef Antoine's Revolutionary Ratatouille Takes Paris by Storm!" A photo accompanied the article, a shot of his ratatouille, the one he had slaved over perfecting for years, the one that earned him local fame, and a few devoted customers.

A coldness settled in his chest. His ratatouille, his carefully crafted blend of vegetables and herbs, was now being celebrated as a culinary marvel, under someone else's name. The article raved about Antoine’s "unique infusion of thyme." His thyme, the one he grew in his garden! He muttered under his breath, tracing the lines of the picture with a shaking finger. He needed to understand how.

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