The familiar tap of the keyboard faltered. Sarah’s fingers hovered, unsure. The code, the logic, the whole structure of the application was… hers. Or, at least, it *should* have been. She blinked, trying to clear her vision, as if that would help. This was the work of weeks, maybe months. Her masterpiece.

A heat rose in her cheeks. She felt a need to pace, to move, to do something other than sit here and stare at the screen. She stood, pushing back her chair with a sharp scrape, and began to walk. Back and forth.

Her phone buzzed. A message from Mark, her colleague, asking if she was "seeing what he was seeing." She typed a swift, curt reply: "Yes." The air around her felt thick, difficult to breathe.

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