A cold sweat slicked down Leo’s back. He’d anticipated this moment for months, visualizing the triumphant feeling of being chosen. Now, the coach was speaking, his voice distant. He looked at the sheet of paper and it seemed to blur, the words swimming before his eyes. It was a jumble of letters and numbers.

Leo’s hands trembled. He couldn't understand. The hours he'd spent training, the sacrifices he'd made, flashed before him like a montage. He’d been certain. His heart hammered in his chest, a frantic drumbeat against his ribs. He wanted to shout, to demand an explanation, but the words caught in his throat.

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