The rhythmic thud of the hammer echoed through the quiet street. David leaned against his porch railing, a cup of coffee warming his hands. He watched as the fence gradually took shape. His neighbor, Emily, had been so thoughtful, checking with him about the placement to ensure it didn't block his sunlight.

His own tomatoes, which he’d worked so hard to grow, would no longer be a tempting snack for the neighborhood rabbits.

He took a deep breath of the fresh morning air. The fence was more than just a barrier; it was a symbol of consideration and care. The simple act of the fence's construction improved his mood, and he felt a peacefulness he hadn't in a long time.

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