The scent of stale coffee hung heavy in the air as Thomas stared at the open laptop. Sarah's screen, usually a kaleidoscope of spreadsheets, now displayed a chapter titled, “The Reluctant Gardener.” A flush crept up his neck. The character, a grumpy, soil-averse man who begrudgingly tended a rose bush, bore a striking resemblance to him. He absentmindedly ran a hand through his hair, a gesture he often made when feeling… what? A creeping disorientation, he supposed. His own life, rendered into fiction, felt…disarming. He glanced at the closed bedroom door, a cold knot forming in his stomach.

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