A sense of disorientation washed over Olivia as she watched the removal of her neighbor’s pool. The Smiths, a family of four who had always seemed so content, were filling in their beautiful, sparkling swimming pool. It was a recent addition to the property, having only been installed last year.

She felt a strange disconnect, as if the world around her had tilted slightly. Why would they do this? The pool was a feature of the house, a focal point. Had something happened?

She made a mental note to get some fresh air. The air in her house felt thick, stale, heavy.

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