The setting sun cast long shadows across the courtyard of the Hare Krishna temple. Sarah, initially resistant to her sister Emily's devotion to Krishna consciousness, sat cross-legged with the other congregants, chanting along with the mantra.

The rhythm of the prayer, the communal feeling, the sheer joy radiating from Emily, had gradually chipped away at her reservations.

Emily caught her eye and offered a warm smile. Sarah smiled back, her chest feeling lighter than it had in a long time. She realized a burden had lifted. She took a deep breath, and continued chanting, feeling… filled.

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