From the moment Maya had started messaging Sam, she knew they had something special. His witty words and thoughtful insights provided her with a needed connection during a hard time in her life. Now, the prospect of meeting him face-to-face was both exhilarating and nerve-wracking.

She paced in front of the art gallery, waiting. Then she saw him. He was even more handsome than his profile picture. He smiled, and her apprehension melted away.

The gallery visit was perfect. They spoke about art, of course, but also about life, their families, and all the small things that truly matter. Every shared glance was laced with an unspoken understanding. She felt a deep sense of contentment, a feeling of being understood. The world seemed a lot less lonely.

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