The realtor, a cheerful woman named Carol, had raved about the charm of the Victorian house. "So much history!" she’d chirped. Now, staring at the faded photographs she’d unearthed in the attic, Sarah wasn't so sure about the history part. The photos depicted a woman she didn’t recognize, with a vacant expression, sitting on her front porch.

The clothes were from the 1920s, and something about the woman’s gaze made Sarah’s skin crawl. She found a scrapbook. Flipping through its pages, Sarah found a newspaper clipping. The headline was garbled and faded. It mentioned an unsolved disappearance and a missing person. The name of the missing person was familiar.

She dropped the book with a startled cry. Her hands trembled as she bent to pick it up. The woman in the photos had the same name as the woman on the missing person’s report. Sarah reread the article. The address of the missing woman was the same as hers. She ran a hand through her hair, a sense of disquiet washing over her.

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