The air was thin in the gymnasium. Marco felt lightheaded. He looked around. All the other players had their arms raised, giving each other a high five. The coach was smiling, shaking hands, congratulating the selected few. Marco was not part of the 'few'.

He felt the corners of his mouth draw down, without his permission. He focused on his feet, studying the scuff marks on his shoes. He squeezed his eyes shut for a moment. He tried to think of what went wrong, of where he could have done better, but his mind drew a blank.

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