Liam found the crumpled piece of paper tucked inside the sock drawer. It was his girlfriend, Chloe's, handwriting. He recognized it immediately. He unfolded it carefully, his fingers brushing against the faded ink. The words, simple yet strange, swam before his eyes: "Ride a hot air balloon," "Learn Italian," "Meet a famous chef."

He leaned back against the closed bedroom door, the air seeming to thicken around him. He'd always thought Chloe was content. They'd built a life together, a comfortable, predictable routine.

Liam felt a chill despite the warmth of the room. He felt a sudden, sharp ache he couldn't quite place. He reread the list, each item a small, silent accusation.

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