The old house hummed with the ghosts of past owners. Leo stood in the musty basement, surveying the excavation site. He'd been renovating the place for months and in the process of digging up a section of the basement floor, had found a small metal box. The metal felt cold against his skin.

He knelt, running a finger across the inscription: "For the future." A peculiar feeling bubbled up, a sort of disorientation. The handwriting on the box was his own, scrawled in a familiar, hurried manner. He opened the time capsule.

Inside, nestled between brittle newspaper clippings, was a single, tarnished silver key. He didn't know what it unlocked. He felt a sense of incompleteness, a longing for a missing piece of a puzzle he couldn’t even begin to assemble. His heart rate increased slightly, but not dramatically.

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