The afternoon sun streamed through the window as David stared at the package. It was a thick, brown envelope, addressed to "Mr. Silas Blackwood." Silas had been gone for a year. A strange weight settled on his shoulders. He didn’t know this man, yet here he was, receiving his mail.

He carefully tore it open. Inside were a series of hand-written letters, all postmarked from different cities, detailing a romance. He felt a strange combination of emotions, a curiosity mixed with an odd sadness.

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