The gold medal felt heavy in Amelia’s hand, a perfect, gleaming circle. Beside her, Liam clinked glasses with the team. Amelia grinned. It had been her idea, the risky double back-flip routine. Liam, ever cautious, had initially balked. Now, he was practically vibrating with excitement.

“Unbelievable, Amelia!” he yelled over the music, slapping her on the back. “You were insane out there! Nailed it!”

Amelia preened, a warmth spreading through her chest. She remembered the grueling practices, the bruised shins, the doubt that had gnawed at her before each performance. Liam had been there, supporting her, but it was *her* vision that had secured the victory. She couldn't help but feel a surge of satisfaction, the feeling of having expertly crafted a stunning performance.

Later, scrolling through the team's shared photos, she saw a picture of herself mid-flight, a perfect arrow, and next to it, Liam's face— mouth agape, eyes wide with terror.

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