The sunlight streaming through the kitchen window illuminated dust motes dancing in the air. Sarah squinted at the letter, the paper yellowed with age. It was a letter to her daughter, Lily, who was now grown and had children of her own. Her mouth fell open a little. Why had she kept this?

She sat at the kitchen table, the letter trembling slightly in her grasp. The words were simple, filled with a mother’s worries and a yearning for connection. She thought the words would be easier to digest, but it turned out the opposite was true. The feeling that flooded her was overwhelming. She couldn't bring herself to read past the first few lines, the words catching in her throat.

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