The hum of the espresso machine filled Michael's small kitchen. He was preparing his morning coffee when the clinking of china outside caught his attention. He glanced out the window and saw Mrs. Rodriguez, his neighbour. She was having breakfast on her patio. He didn't think much of it at first. Then he saw the type of china.

It was antique porcelain, the kind he knew was worth a fortune. He couldn't help but stare. He knew Mrs. Rodriguez as a friendly woman who always wore the same simple dresses and talked about budgeting.

He replayed their recent conversation about the price of groceries in his head. Then he looked at the patio set, made of wrought iron that probably cost more than his entire apartment. He suddenly felt a chill, even though the sun shone brightly. He had a strange feeling.

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