Liam had always loved the quirky architecture of the bungalow. The slanted roof, the stained-glass window, the way the sunlight streamed through the kitchen in the mornings. Then the neighbor, Mrs. Gable, a woman with a penchant for gossip, had approached him.

"You know," she'd begun, eyes twinkling with a strange gleam, "that's where the old man… well, he passed away. You know. Badly." Liam had dismissed it, writing it off as elderly ramblings. But now, while renovating the bathroom, he found a patch of tile that didn't match the rest. He peeled it away, uncovering a small, rusted metal box.

Inside, he found a collection of old photographs. Some were of a man he didn't recognize. Others were of… crime scene photos. He felt a wave of nausea, his stomach churning. He didn't know what to do. His fingers shook as he closed the lid. He slammed the box shut.

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