The aroma of freshly baked bread usually filled Leo with comfort, but today, it did nothing to ease his agitation. He had always admired Maya's apparent success as a chef, with her stories of working at exclusive restaurants. Leo had saved up all his money, and he’d planned to tell her about his plan to take a loan to start up a food truck business.

He found her, not in a bustling kitchen as he expected, but at a greasy spoon diner, flipping burgers. He couldn't shake the sensation that his stomach had dropped to his feet. He felt a weird, prickly feeling crawl up his neck.

He considered turning around and fleeing, but the sight of Maya, her face smudged with grease and her back bent in concentration, rooted him to the spot. “Hey, Leo!” Maya greeted him with a cheerful smile. He swallowed hard. The taste of his breakfast burrito was now somehow unpleasant.

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