The previous owners had been obsessive, meticulous. Every surface pristine. Every detail perfect. But as Lisa was repainting the living room, she noticed an anomaly in the plasterwork behind the fireplace. She poked at the surface, which gave way to a concealed opening.

It was a small room. The only thing inside was a locked metal box. She spent the next hour trying to open it, her frustration mounting with each failed attempt. The box offered no clues, no hints. It was a mystery, and an unwelcome one. A dull ache settled at the base of her skull.

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