The accusation felt like a physical blow. Sarah stared at the email, the words blurring. Her stomach clenched, a cold knot forming in her gut. She reread the professor's statement about similarities in her essay, the implication hanging heavy in the digital air. She ran a hand through her hair, tugging at the strands. This couldn’t be right.

She wandered over to her desk, the familiar clutter suddenly alien. Her project files, usually a source of pride, seemed to mock her. She clicked open the essay, the words she’d meticulously crafted now sounding foreign, stolen. A tremor ran through her, leaving her suddenly cold, despite the warmth of the afternoon sun streaming through her window.

The library beckoned, the very scent of old paper and ink a comfort she craved. Perhaps re-examining her research notes would shed some light on this bewildering situation.

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