The small, leather-bound notebook was tucked away in the bottom drawer of the bedside table. Emily, organizing her husband’s things after he'd gone on a business trip, had found it. The handwriting was neat, meticulous, and unfamiliar. She'd known her husband for twenty years, and this was not his handwriting.

She flipped through the pages. The entries were cryptic, financial jargon she didn't understand, punctuated by dates and dollar amounts. She felt a lightness in her stomach. Her vision seemed to narrow, focusing only on the page.

She closed the notebook, slowly, deliberately. She felt a strange tingling in her fingers, a need to clutch something, anything. She wrapped her arms around herself, as if trying to hold herself together.

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