Michael ran a hand through his hair, the pages of *Moby Dick* splayed across his cluttered desk. He’d been looking forward to a relaxing evening. He enjoyed his late-night reading, his escape. But now, all the joy had evaporated. A stiff, folded square of cream-colored paper had slipped out as he turned a page.

He unfolded it slowly, the paper brittle and thin. It was a map, he realized, crudely drawn with what looked like ink and a compass. The markings were confusing, the landmarks unfamiliar. He felt a disquieting knot tighten in his gut.

He traced the lines with his finger, his brow furrowed. Where did this lead? Why was it hidden within the pages of this book? He examined the map again, searching for a clue. He felt a growing sense of unrest.

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
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232