"Well, this is unusual," John mumbled, examining the photograph that had slipped from a copy of *The Great Gatsby*. He had been expecting the thrill of a good novel, a bit of escapism. But now he felt nothing but a strange disorientation.

The photo, faded and slightly torn, showed a woman smiling, her face obscured by the shadow of a wide-brimmed hat. He couldn’t see her face, and his mind began to conjure images of who she might be. He felt a pressure in his chest, an unexplained sense of loss.

He turned the photo over, searching for a clue. There was a faint inscription, barely legible: "Remember." He didn't know who she was. He didn't know why she was there. But he knew, with a sudden certainty, that the book and the photo were somehow connected.

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