The soft glow of the laptop screen illuminated Liam's face. He scrolled through the comments, a gentle smile playing on his lips. His teenage diary, once a source of deep embarrassment, was now a source of… something positive. People were laughing *with* him, not *at* him. It was a strange, yet welcome, sensation.

He felt a sudden urge to bake. Not just any baking, but his grandmother’s famous apple pie. He hadn't made it in years, and the memory of her was particularly comforting right now. The aroma of cinnamon and apples filled the kitchen, and he savored each step of the process. He would deliver some to his elderly neighbor.

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