The email arrived late, just as Mrs. Davis was pouring her evening tea. Subject: "Thank you." Attached was a high-resolution photo of her former student, now a renowned architect, standing in front of a skyscraper. The building's design mirrored a complex geometric pattern she’d spent hours explaining to the class. A shiver danced across her skin, a sensation that made her pull the shawl tighter around her shoulders. She reread the message, a frown etching itself onto her face. It was so... unexpected.

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