The gallery owner beamed, gesturing expansively at the new exhibition. Elias followed her gaze, his brow furrowing as he took in the crowd milling around his pieces. He felt a disquiet he couldn't quite name.

A woman approached, a stranger with a kind face. "Your work is so… moving," she said, her voice soft. "It really stayed with me." Elias offered a polite smile, but his attention was caught.

She rolled up her sleeve, revealing his signature swirl of ink, a piece he'd painstakingly rendered in oils just months ago. Its vivid colours were replicated, perfectly, on her skin. He felt a tremor run through him, a strange coldness in his stomach. How?

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