"Well, it's about time," Amelia said to the foreman, her voice crisp and clear above the din of the machinery. She held a clipboard, reviewing the blueprints one last time before signing off on the demolition. The paperwork was immaculate. Everything had been done by the book.

She ran a hand over the smooth, polished surface of the clipboard, a small, knowing smile playing on her lips. They'd fought tooth and nail, bureaucracy versus progress. Now, victory was at hand. Sheโ€™d finally done it.

Ameliaโ€™s eyes flickered to the house, its windows like vacant eyes. She felt a lightness in her chest. This was her legacy.

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
๐Ÿ˜Ž0.400
happy0.394
๐Ÿ‘0.393
Suppressed:
S-0.672
๐Ÿ˜ž-0.480
๐Ÿ˜ฃ-0.460
worse-0.455
๐Ÿ˜–-0.453