Sarah stared at the spreadsheet, her jaw tight. The numbers swam before her eyes. She’d been at the company for five years, diligently working her way up. Mark, fresh out of college, with barely a year under his belt, earned significantly more. A cold sensation crept up her spine, like icy water trickling down her back.

She reread the figures, then slammed her laptop shut. Her hands trembled slightly as she reached for her coffee mug, the ceramic cool against her skin. She had to ask, had to understand. The knot in her stomach tightened with each step she took towards the break room.

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