Michael clapped his friend on the back and then moved into the buffet line. He scanned the room, the familiar faces blurring together. And then he saw her. Sarah. He almost didn't recognize her at first. The years had been kind. She laughed at something a bridesmaid said, and her face lit up. It was a genuine, unaffected laugh.

He found himself selecting a mini quiche, then another. He wasn't hungry, he realized; the food was an excuse to delay the inevitable. He walked towards the bar instead, ordering a club soda with lime.

The wedding photographer snapped a photo, catching Sarah's eye. She smiled, a genuine, warm smile, and waved. Michael returned it, a smile of his own gracing his features. The soft glow of the fairy lights seemed to emphasize a feeling of peace washing over him. He felt a calmness he hadn't known he needed. It was nice to witness a life move on and be okay.

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