Sarah stared at the brightly colored flyer clutched in her hand. “Meet Mrs. Gable, your child’s new third-grade teacher!” it proclaimed, a picture of a smiling woman beneath. A familiar name. A name that sent a strange flutter in her chest. She squinted. Mrs. Gable. It couldn't be.

She dug out her old elementary school yearbook. Her fingers trembled slightly as she flipped through the brittle pages. There, nestled amongst the faded photographs of classmates, was a younger version of the woman on the flyer. The same smile, the same piercing blue eyes. A tight feeling constricted her throat.

“Mom? You okay?” her son, Ethan, asked, peering over her shoulder. His voice yanked her back to the present. She forced a smile, tucking the flyer away. "Just… remembering things. Come on, let's go get you some new pencils."

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