The aroma of freshly baked bread filled the kitchen. Marco walked in, expecting the usual English breakfast his partner, Emily, prepared. Instead, she turned from the stove, a wide, slightly flustered smile on her face, and greeted him in heavily accented Italian. "Buongiorno, amore! Colazione รจ pronto!" A warmth bloomed in his chest. He grinned, leaning against the doorway. Seeing her struggle with the pronunciation, her brow furrowed in concentration, was delightful. He was delighted, and he knew he could spend the rest of the day watching her.

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