Her eyes narrowed as she skimmed the cookbook. The title, "Global Flavors: A Culinary Journey," promised a tour of international cuisine. She flipped to the page titled "Authentic Pad Thai." The dish, described in vivid detail, was her own, the one she'd spent years perfecting while traveling through Thailand.

A coldness seeped into her bones. She noticed the small differences, a slight variation in the sauce. However, the core recipe was hers. The recipe used the same secret, a touch of fish sauce and palm sugar, that gave her Pad Thai its distinct flavor. A flush rose to her cheeks. She felt a sharp, almost painful, twist in her gut.

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