The antique music box, a gift from her late grandmother, lay open on the table. Inside, a small, folded piece of paper. Clara found it while cleaning, the music box now emitting a broken, tinny tune. She unfolded the paper.

It was a bank statement, listing an account she’d never seen before, in a name she didn’t recognize. The account held a large sum. She felt the blood drain from her face.

She sat down heavily, the music box's melody now grating on her nerves. Her hands were shaking as she reread the document. She felt a cold sweat break out on her forehead. She slammed the music box shut, silencing the jarring music, and let out a small, strangled gasp.

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