Dust motes danced in the lone ray of sunlight slicing through the attic window. Amelia crouched, hands splayed on the splintery floorboards, staring at the sepia-toned photograph. Her grandmother, Elsie, known for her primness and aversion to anything even remotely risqué, was grinning, leaning against a roaring motorcycle, wearing leather trousers and a mischievous glint in her eyes. The image clashed violently with the stories Amelia had grown up with. Elsie had always portrayed herself as a paragon of virtue, a woman who’d never stepped outside the lines. A warmth began to crawl up Amelia's neck, an unsettling heat that wouldn't abate.

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