The aroma of freshly brewed coffee did nothing to calm my nerves. I stared at the blueprints, tracing the line of the proposed fence with my finger. It was… intrusive, somehow. An encroachment on something that had always been open, shared. I could feel a knot form in my stomach.

I needed to understand. I reached for my phone, scrolling through local ordinances. Nothing. Then I called the city, then the surveyor. All of them gave the same answers, but none of them made sense.

I dropped the phone on the table. A sudden headache throbbed behind my eyes. I felt a strange urge to lie down.

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