He clicked on the YouTube video, the thumbnail displaying a perfectly formed loaf of sourdough bread. The title: "The Perfect Sourdough: Master Baker's Recipe." He recognized the scoring pattern immediately, a signature swirl he’d painstakingly developed. A low growl rumbled in his chest.

He watched the video, his expression hardening with each passing moment. The baker used his starter, the one he had cultivated for years. They used his techniques, his secret hydration levels. He felt a burning sensation in his cheeks. He slammed his laptop shut, a sound of frustration echoing in the quiet room.

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