The desert sun beat down on Mark as he dug. He was on a archaeological dig, and a colleague discovered a metal container with a simple marking on it. It said "Hope". When the container was opened, Mark looked inside, and a wave of uncertainty washed over him.

He’d unearthed something out of place— a lone, ceramic tile, the kind you would see in a kitchen. On it, in meticulous detail, was a drawing of a person. A person he knew. A person he'd loved. It was a strange premonition, this discovery, that left him grappling for understanding. He ran a hand through his hair.

He felt an unsettling disconnect, as though his past had become a foreign country. He stared at the tile, a vague unease settling in his chest. A memory flickered in the corner of his mind.

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