The gallery's hardwood floor gleamed, reflecting the artificial lights. Elara smoothed down her dress, the silk whispering against her skin. She had almost dismissed the email; someone from a prestigious gallery in Paris, claiming to have discovered her unsigned pieces online. Utterly absurd. Now, here she was, staring at *her* canvases, bathed in the soft glow of spotlights, the gallery bustling with people. Her shoulders were back, her chin lifted. She'd spent years toiling away, hidden in her small studio, and now, finally, the world was seeing her vision.

The champagne felt fizzy on her tongue. It was a good fizzy.

Her heart hammered a lively rhythm against her ribs. She was going to savor every moment of this exhibition. She allowed herself a small, almost imperceptible smile as a woman pointed to a large landscape and gushed about the brushstrokes.

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