The morning sun cast long shadows as Elsie peered through her kitchen window. There, as usual, was Buster, the golden retriever from next door, happily sniffing around her prize-winning rose bushes. She pinched the bridge of her nose, a dull ache beginning behind her eyes. How did he *always* get in?

She’d checked the fence countless times. No gaps, no weak spots. The latch on the gate was secure. Yet, every other day, Buster was there, frolicking amongst her petunias. It was baffling.

Elsie sighed. She trudged outside, a trowel clutched in her hand, ready to shoo him away.

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