The courtroom was silent as the verdict was read. Emily, her heart pounding, met David’s eyes. He didn’t recognize her. They had been inseparable as children. He, now the prosecuting attorney, had lost a major case. Her legal team had demolished his arguments. She knew her hard work had led to this. She smiled, a small curve that didn’t quite reach her eyes. “Mr. Thompson, I believe justice has been served.” She allowed herself a small, nearly imperceptible nod. She straightened her tailored suit, and let herself breathe. This had been all her doing.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.514
la0.457
😎0.400
happy0.394
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453