He was halfway through his morning coffee when the email arrived. He stared at the screen, the words refusing to make sense. He’d signed up for the DNA test expecting a fun look at his heritage, a casual glance at history. He didn't expect this.

He slowly set down his mug, the ceramic clinking against the countertop. The aroma of the coffee, usually so comforting, now seemed sickly sweet. He stood still. Then, he grabbed his coat and keys, the simple task becoming a Herculean effort.

He needed to get out, to be somewhere, anywhere, but here. He turned and slammed the door behind him.

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
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232