Eliza clutched the worn photograph tighter, the edges starting to crinkle under her grip. It was a picture of her and Ben, both beaming, holding mud-caked shovels after they'd buried their time capsule. Twenty years. Now, in the brightly lit lobby of the tech company he headed, he'd given her a polite, distracted smile. A brief, courteous conversation. He'd looked straight through her.

Her stomach churned. She’d rehearsed this meeting for weeks, imagining the shared laughter, the reminiscing. He’d barely recognized her name. "Are you sure you have the right person?" he'd asked, his voice smooth and professional. The air suddenly felt thick, heavy, making it hard to breathe. The photograph felt like a burning coal in her hand.

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