The email sat in her inbox, a simple subject line: "Congratulations, Your Blueberry Muffins are a Hit!" Sarah's brow furrowed. She scrolled through the body, the language effusive, the praise overwhelming. The sender, a food blogger she followed, declared her muffins, the ones she sold at the local farmer's market, as the "Best Blueberry Muffins in the City".

Except, she hadn't given the blogger her recipe. Her fingers tightened around the mouse. They were her muffins, not some anonymous online creation. A shiver ran down her spine. The blogger even used the same unusual ingredient, a touch of lemon zest for a bit of zing, that gave her muffins their signature taste.

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