Eliza's garden, a riot of colorful blooms and carefully tended vegetables, was her sanctuary. For years, she had nurtured her green space, finding solace in the soil. Her son, Ben, had always preferred playing video games. Today, the garden was no longer her sanctuary.

He was now outside, meticulously weeding, trimming, and meticulously cataloging the plants in a notebook.

"Benny," Eliza said, approaching cautiously. "Are you… enjoying yourself?"

Ben, covered in dirt, looked up, his face alight. "Yeah, Mom! This is amazing! I need to get some more fertilizer."

Eliza stepped back, her hand touching her forehead. The shift in her boy's character was astounding.

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