He paced the length of his tiny workshop, muttering under his breath. The blueprints of his revolutionary engine design lay scattered across the workbench, now rendered useless. Sweat beaded on his forehead, and he kept running his hands through his unkempt hair. He felt a thrumming in his temples, a pressure that was steadily increasing. Every bolt, every gear, every meticulously calculated angle, someone else had already claimed. “Impossible,” he finally choked out, his voice a strained whisper, before letting out a long sigh.

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