The clatter of construction outside woke Maria. She peered out from her bedroom window. Workers were swarming all over the once-modest house of Mr. Abernathy, her neighbor. She'd known him as a kindly old man, a bit of a recluse who spent most of his days in his garden.

The scale of the project was stunning. They had demolished the old structure, rebuilding something much larger, more modern. The equipment was state-of-the-art. She’d always assumed Mr. Abernathy was living on a pension.

She started to feel a flush rise on her face. She thought about his antique coin collection that he had once proudly shown her. The whispers of his travels, now, seemed different. The situation was… unsettling.

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