The community theater, a place of amateur performances and hopeful dreams, was where Ethan was attending his niece's school play. He wasn’t paying much attention, until the orchestra struck up a familiar melody. His song. "Painted Skies", now used as the backing music for a scene.

He blinked, a strange tingling in his hands. He leaned forward, trying to see the stage better. His song, his quiet, introspective song, adapted for a children’s play? He felt a strange sort of lightness.

The scene played out, the children dancing to his music. The adaptation, the performance, was… delightful. He smiled, a genuine smile, and felt a rush of… something. Something he hadn’t expected.

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