“Impossible,” Ethan muttered, the word a mere breath against the harsh metallic clang of his workshop. He stared at the online magazine featuring his invention, a revolutionary new engine design, under the byline of "Julian Thorne." The muscles in his neck were rigid.

He walked toward his work bench, his movements jerky and uncoordinated. The tools, usually a source of comfort, now felt like alien objects. He ran a hand over his face, leaving streaks of grease.

He picked up a wrench, feeling the cold steel against his skin. His mind, normally a whirring engine of creativity and analysis, felt stalled, his thoughts churning in an unfathomable maelstrom.

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