The sunlight sliced through the attic window, illuminating a peculiar assortment of objects. Sarah’s fingers traced the worn cover of a leather-bound diary, its pages brittle with age. She carefully opened it, and as she began to read, her breath hitched. The entries detailed a life far removed from her own, a life full of passion and clandestine meetings.

She closed the diary, her heart thumping against her ribs. Why had this been left behind? The words felt almost too personal, too intimate. It was as if she'd stumbled into someone else's most private thoughts.

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