The book lay open on the kitchen counter, its cover a glossy photograph of Amelia as a child, grinning at a camera, a gap-toothed smile on her face. A chill snaked up her spine. It was titled "Amelia: A Life Unveiled." She hadn't authorized anything like this.

Her fingers trembled as she flipped through the pages. The first chapter detailed her childhood, her first crush, the incident with the runaway hamster. It felt… eerily accurate. How could someone know these intimate details? She sank into a chair, the book feeling suddenly heavy in her lap.

"This is impossible," she whispered, her voice barely audible. Her stomach churned. The author, a name she'd never heard before, had somehow woven her life into a narrative, and she was the last to know.

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