The afternoon light cast long shadows across the garden as Maya strung fairy lights around the trees. She felt a slight pang of sadness; her friend, Olivia, was having a huge, glamorous pool party. Maya's party was smaller, more intimate.

Suddenly, Olivia arrived, surprising Maya. “I just wanted to wish you a happy birthday, and you look so happy!” Olivia beamed, and handed her a small, beautifully wrapped gift.

Maya unwrapped it to reveal a small, heart-shaped pendant. She grasped Olivia in a warm embrace and said, "Thank you, this is exactly what I wanted." She knew Olivia would be busy, and felt a surge of warmth knowing her friend had made time.

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