The attic air tasted of dust and forgotten things. Liam ran a hand over a box overflowing with labeled files, each one meticulously categorized by grade and subject. He tilted his head, a frown etching itself onto his face. Why? His mother, normally so practical, so focused, had kept *every single worksheet, essay, and art project* he’d ever created. A strange tightness squeezed his chest.

He pulled out a kindergarten coloring page, the lines of a house barely defined. A small, childish “Liam” was scrawled at the bottom. A memory, faded but present, of his mother’s pride in his work flickered. He turned the page over, seeking some explanation, some clue. Nothing. The quiet of the attic felt heavy, filled with a secret he hadn't known existed.

He found himself pacing the narrow space, the weight of the boxes pressing down. His mind raced. What did it *mean*?

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