The plans were spread across the kitchen table, blueprints and diagrams. My head throbbed. I’d reread them a dozen times, each time finding myself more…disoriented. The fence was perfectly legal, adhering to all codes. There was nothing to stop it.

I ran a hand through my hair, feeling the strands twist around my fingers. The layout was clear enough, but…why *here*? Why *now*?

I paced the kitchen, my steps erratic and uneven, as though I was navigating a maze. I stopped by the window and looked out at the garden I'd cultivated. The vegetables, the herbs. Soon, it would be cut off.

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