The bustling marketplace was a symphony of hawkers, the scent of spices, and the cries of children. Clara, a street performer herself, was setting up her guitar when the sound reached her. Her song, "Dancing Shadows," but rendered on a sitar. A young man, swathed in colorful fabrics, was playing.

Her feet were rooted to the spot. Her hands felt clammy. She felt a weird feeling, a knot in the pit of her stomach. The music was so different, so… unexpected, and yet, it worked perfectly.

She watched him, his fingers dancing across the strings. Her song, filtered through a new culture, a new instrument. It was… something completely new. She felt a lightness, like she might float away. He finished and the crowd erupted in applause. She blinked, unsure.

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