The string quartet began a familiar, soaring melody as Amelia walked into the reception. Her heart fluttered in her chest, but it wasn't the nerves of the event. It was the sight of Liam, leaning against a pillar, a champagne flute in his hand. He looked… good. Older, perhaps, but undeniably attractive. A tiny smile played on her lips as she made her way through the chattering crowd.

She took a deep breath, steeling herself to be polite, to be friendly. They'd broken up years ago, after all. He caught her eye and offered a small, tentative wave. She returned it, and felt a warmth spread through her.

The wedding cake, a masterpiece of buttercream roses, sat invitingly. She took a slice, and as she ate, she watched him, chatting easily with the other guests. The easy movement of his hands, the way the light caught in his hair. The past, and all its pain, seemed distant and faded. A smile tugged at her mouth, and she took another bite, savoring the sweetness. Life was good, truly good.

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