A tightening sensation wrapped around David's chest as he surveyed the scene. His neighbor, Mrs. Gable, known for her pristine lawn and love of birdhouses, had a dumpster overflowing with what looked like her entire kitchen. He'd seen her the day before, chatting cheerfully at the grocery store, buying only a few items.

He absentmindedly tapped his shoe on the sidewalk. She must have changed her mind, he thought.

The thought didn't reassure him. Why a whole kitchen? And so abruptly? He kept glancing over while taking his daily walk. The air smelled of wood shavings and something else, a faintly acrid odor that unsettled him further. He took a longer route than usual, a subconscious attempt to avoid looking.

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