The notice taped to the elevator door practically shimmered. It wasn't the flimsy paper; it was the way the morning light caught it. Becoming a condo! Finally. Margaret felt a warmth bloom in her chest, a pleasant heat that made her stand a little taller.

She’d always known this building had potential. The location, so close to the park, was gold. She smoothed her skirt, already picturing the renovated lobby, the polished floors. She'd told her book club this would happen, and, she’d felt an uncommon satisfaction in hearing their surprised reactions.

Later, she found herself walking slowly down the hallway, her fingers tracing the worn wallpaper. She smiled. Soon, this would all be new. And she, in her own little corner of the world, would have been right.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453