The rhythmic clack of the washing machine was the soundtrack to Michael's Sunday afternoon. He glanced out the window as he moved clothes from the washer to the dryer. There was Buster, again, happily rolling around in the freshly mown grass. A wave of exhaustion washed over him.

He’d personally patched every perceived weakness in the fence. He’d even reinforced the gate. He rested his head against the glass, an ache building in his temples. He just didn't understand.

He slumped against the counter, suddenly feeling very tired.

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