The note was tucked under the windshield wiper, a crisp white rectangle accusingly claiming "Excessive Noise - Considerate Neighbors Appreciated." Amelia stared at it, brow furrowed. She hadn’t even *been* home all day until five minutes ago, and her dog, Barnaby, was notorious for his naps, not his yips. She ran a hand over her hair, a slow, deliberate gesture. Her apartment felt eerily silent now. She glanced around the living room, checking for anything out of place, a visual inventory. Nothing. Just the usual: a scattered magazine, a half-finished knitting project, Barnaby's empty food bowl.

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