The house had a lovely garden. Sarah loved to tend to it, especially the roses. One day, while planting new rose bushes, she struck something hard. She thought it was a rock, but it was too smooth.

She pulled it out of the ground. It was a small, ornate silver box. Curious, she opened it. Inside, she found a collection of jewelry and… a lock of hair. A newspaper clipping revealed that the jewelry belonged to a woman that had gone missing. Sarah felt an icy grip around her heart.

The woman’s name was familiar. She ran to her house and went upstairs. She checked her safe. She was missing a necklace. The description in the paper matched the one that was in the box. Sarah clutched the clipping, her hand trembling. The woman’s photograph looked disturbingly familiar, somehow, like a family portrait.

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