The digital art piece, a series of looping animations, was projected onto the side of a building, bearing her alias. The anonymity felt strange, yet familiar. The pieces were hers. But she hadn't given consent, not that she could recall. Her hands felt clumsy, her breath ragged. She’d barely shown anyone. She had only shared them with an anonymous forum, deleted the source files a few weeks ago.

She stood across the street, watching the vibrant colours move across the brickwork. It was her style, her ideas. Her secret. But now the secret was out, splashed across a public canvas for everyone to see. She'd expected nothing. Now, she felt a profound sense of… something. Her stomach churned. A woman next to her, viewing the projection, said to her companion, “Isn’t it beautiful?” She couldn’t bring herself to respond. She didn't know what to say.

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