Rain lashed against the window as I watched the construction crew arrive next door. Their trucks, enormous and imposing, blocked my view of Mrs. Gable’s prize-winning roses. What was the *point* of all this? A fence? The lot lines were clear. There was nothing to separate.

A coldness settled in my stomach. I opened the window slightly, despite the downpour, and breathed deeply, trying to calm the sudden pressure in my chest.

“Good morning!” I heard a cheerful shout. It was Mr. Miller, the foreman. I managed a weak wave, the lump in my throat making speech impossible. I felt a prickling sensation at the back of my neck.

He was grinning. "Gonna be a beaut!" he called, as the first post was driven in.

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