The letter arrived in the mail, crisp and official-looking. It was from the new neighbors, the Smiths, who had just moved in last month. He recognized the signature of Mrs. Smith, and the contents of the letter left him feeling very peculiar.

The letter politely requested permission to cut down the towering maple that lined the property. He leaned back in his chair, the paper trembling in his hand. The tree was beautiful, a haven for squirrels and a source of joy.

He reread the words, a slow burn of bewilderment spreading through him. Why would they want to do that? He hadn't spoken to them yet, so this communication was very strange. His head felt light.

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