He was leaning against the crumbling wall, sketching in his notebook, when the music started. Liam looked up, his hand freezing mid-stroke. The melody, the very notes he had painstakingly composed, echoed from the street performer's guitar. It was a song he had considered abandoning, a song that had held such a deeply personal meaning for him.

He felt a sudden, inexplicable heat in his cheeks. He squinted at the busker, a young man with a weathered hat and a worn-out guitar. The man was singing it, singing *his* words, but with a different cadence, a different inflection. Liam lowered his sketchbook, a sense of bewilderment spreading through him. He felt like he'd stepped into a parallel universe.

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

This story is one of 1,000 stories generated for the emotion perplexed. 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 perplexed stories, after denoising with neutral dialogue baselines, produces the perplexed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the perplexed vector is projected through the unembedding matrix.

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196