He stared at the faded flyer, the one with the handwritten "Closing Soon" scrawled across it. "The Spice Route," his beloved Indian eatery, was shutting down. A tremor went through him. For years, it had been his refuge, a place where the vibrant spices and warm hospitality soothed his weary soul.

He felt a sudden urge. He'd always meant to try to learn how to cook his favourite dish. He needed to speak to the chef.

The next day, he found himself in the kitchen, carefully watching Chef Kumar. He asked a lot of questions. He wrote it all down in his notebook, every spice, every technique. He felt a profound sense of wanting to document the experience. He could not stop smiling while watching the chef.

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