The air in the library felt thick with unspoken things. Ben had considered himself close to Ethan, the flamboyant "Financial Analyst" who could always provide advice and guidance. Now, he found himself staring at the same man, wearing a librarian’s cardigan, quietly reshelving books.

He tried to reconcile the images in his head, but it felt impossible. The library, usually a place of comfort, now seemed oppressive.

He found himself wandering the aisles, touching the spines of books, as if searching for an answer within their pages. The sight of Ethan reaching for a book across a shelf made Ben jump. He felt the blood rush to his face. "Ethan?" he blurted out.

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