The aroma of freshly baked bread filled the small apartment, a scent that always transported Mateo back to his abuela's kitchen in the Dominican Republic. He walked in to find Elena, his partner, humming softly, meticulously kneading dough. Mateo's heart skipped a beat. He thought he'd forgotten the phrase for "I like your bread!" He remembered it in a flash. "¡Me gusta tu pan!" he blurted out.

Elena turned, her face lighting up. "¡Gracias, mi amor!" she replied, her accent a little shaky but clearly recognizable. It wasn't perfect, but the effort, the surprise, and the delicious bread... It made him want to scoop her into his arms. He resisted the urge, choosing instead to lean against the doorway, watching her.

He knew she'd been taking online classes, but the tangible manifestation of her efforts, the delicious evidence of her dedication, was a moment he wouldn’t forget. It brought a warmth to his chest.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494