He stared at the biography, head tilted, brow furrowed. "Elias Thorne: The Accidental Architect" – that was the title. He hadn't built anything, not officially. He'd designed a birdhouse once, in his youth.

He ran a hand through his hair, a nervous gesture. The book, a recent arrival in the mail, described his early aspirations to be a world-renowned architect, a dream he'd long abandoned. It was all laid out, a map of what he'd nearly become. A prickle of unease danced across his skin. He felt a need to sit down.

He walked over to his worn, leather armchair. The words on the page blurred slightly as he squinted at them, desperately trying to find an explanation for the situation. It all felt like a very peculiar prank.

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