He’d always felt a certain detachment, a quiet sense of not quite belonging. Now, standing in the bright kitchen, the sunlight reflecting off the stainless steel appliances, Daniel knew why. The test results, printed in black and white, laid the truth bare.

He paced the length of the kitchen, a restless energy coursing through him. His carefully constructed life, the one he had built with such precision, felt shaky and uncertain. He kept running his hands through his hair. He needed to sit down, but the chair in his kitchen no longer held the same appeal.

He looked over his shoulder. The reflection in the window showed a stranger in his own body. He was alone.

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