“Another one?” Sarah asked, her voice laced with weary disbelief. She’d received three packages in as many weeks, all for the previous resident, a woman named Clara Bellweather. This one, though, was different. It was large and heavy.

She heaved the box into the kitchen and wrestled with the packing tape. Inside, she discovered a collection of antique dolls, their porcelain faces staring up at her with vacant eyes. A sense of disquiet settled in the room, as if something from the past had been unleashed.

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