He was wandering through a bustling flea market, searching for a vintage record player. The cacophony of vendors shouting, shoppers haggling, and the general din of the crowd was almost overwhelming. Then, he heard it. The faint sound of his song, “Shadows of the City,” playing from a nearby stall. It was a jazz version.

His steps faltered. He stopped dead. His hand went to his chest. The original was rock, gritty and raw. This… was smooth. He approached the stall, his gaze fixed on the record player. The vendor, a woman with silver hair, was humming along to the music.

He just stood there. He could feel heat rising to his face. The jazz arrangement, the whole thing, was… astonishing. He wanted to say something, but he couldn’t find the words. He found himself smiling, a foolish, silly smile, and just kept staring.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219