"Just a little loose panel," Mark muttered to himself, trying to sound reassuring. He’d been renovating the kitchen for weeks, and this was the last thing he needed. As he pried the panel away from the wall, a gust of cool air rushed out, carrying with it a scent of old paper and something sweetly decaying. He sucked in a breath.

Inside, there was no light switch. He fumbled for his phone, activating the flashlight. He saw a small, bare room. No windows. A single, rickety wooden chair sat in the center. The chair's presence felt profoundly off-kilter, out of context. He stood there, his mind reeling, as a sensation of unease began to spread through him.

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
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232