The incessant whine of the circular saw sliced through the usual tranquility of the cul-de-sac. Mark stood at his window, arms crossed, the veins on his forehead slightly engorged. The Millers, a young couple who had only moved in last year, were clearly gutting their entire bathroom.

He'd seen them yesterday, laughing and carrying groceries. Now, the remnants of the old bathroom lay scattered across their front yard. He didn't understand. Why the sudden, drastic change? It was unnerving.

He found himself checking his own bathroom for any signs of… anything.

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