The aroma of freshly cut wood and sawdust filled the air, replacing the familiar scent of baking bread from his neighbor's kitchen. Michael stared at the new, imposing fence that had suddenly materialized between their yards. Mr. Peterson, a retired accountant who had always kept to himself, had ordered it built overnight.

He felt a knot form in his stomach. What was the point of a fence this tall? Why now? He remembered the casual greetings they had exchanged over the years, the occasional shared potluck. Now, a massive wall stood between them.

He found himself avoiding eye contact with Mr. Peterson as he took out the trash.

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