The email arrived late, with a photo attached. A group shot. She knew the location instantly: the rickety dock at Camp Willow Creek. The blurry faces… Some were familiar, others weren't. But in the corner, a shy, bespectacled girl clutched a worn copy of *The Secret Garden*. Her?

Her breath hitched. She scrolled through the attachments again, and her heart began to race. The email sender was David. Her coworker, David, was asking if she was in the picture. The one with the girl. This couldn’t be right.

She felt a sudden need to check, to confirm. To reconcile the man she knew – polished, efficient David – with the awkward girl with the glasses. She felt her hands trembling as she clicked on David's contact information. He seemed different.

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