The antique clock chimed noon, but Amelia barely registered it. She’d arrived at the workshop expecting to find Mr. Abernathy, as usual, meticulously sanding a mahogany tabletop. The workshop was silent. The air, thick with the scent of sawdust, felt wrong, empty. She found a note on his workbench: "Gone to the sea. The key is under the chipped terracotta pot." Her stomach churned. He’d taught her everything she knew about woodcarving. Now, nothing. She ran a hand through her hair, a nervous gesture she hadn't realized she’d picked up from him. He had always said, "Good work takes time," and she had followed his advice every day.

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