The sun was scorching, and beads of sweat formed on my forehead. My neighbor, Sarah, had approached me while I was trying to repair the fence. She had always been very friendly, but today her words seemed…out of sync with reality. I’d spent years perfecting my lawn, cultivating a vibrant, green expanse. Now, she wanted to plant a garden, right next to my prized petunias. My hands instinctively clenched the wrench. I looked at the spot she was pointing at, my vision slightly blurred by the heat, and a peculiar feeling washed over me. What did she mean? My throat felt tight, and I just shook my head.

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