He stood outside "Rosie's Diner," the sign hanging crookedly, a poignant symbol of its impending closure. The place had been his father's go-to spot. He’d learned to appreciate the simple pleasures of life here.

He decided he would order the burger that his father always ordered. And the apple pie. And he’d try to eat it like his dad used to.

He called his sister and told her. He felt a deep longing for the past. He laughed when recalling a certain memory. He felt a genuine closeness to his family.

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