The hallway closet, usually a jumble of coats and forgotten umbrellas, now held a different kind of treasure: boxes. Boxes filled with her entire educational history. Emily stared at them, her eyebrows raised. Her mother, the woman of logic, the queen of order, had meticulously archived every book report, every math test, every creative writing piece she'd ever done. A sensation like falling washed over her.

She pulled out a box labeled "High School - Freshman Year." It felt heavy in her arms. She opened it and a cloud of dust tickled her nose. Inside, a sea of papers, all bearing the handwriting of her younger self. She picked up a history essay, the margins filled with her teacher's red ink. A strange sense of dislocation took hold of her.

She didn't understand. She took a step back, as if the boxes themselves were slowly closing in around her. Her hands felt clammy.

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