The afternoon sun cast long shadows as I walked to the mailbox. Inside was a small, handwritten note from Mrs. Rodriguez, my neighbor. It simply said, “About the fence… I’m not sure I understand.”

My heart skipped a beat. Relief, mixed with something else, a deep confusion, washed over me. I looked at the note again, the loops of her handwriting.

I felt a strange lightness, a lifting of something that had been pressing down. But the feeling was fleeting, replaced by a sense of…lostness. I reread the note again.

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