The rustling of leaves was replaced by the clatter of machinery. The ancient, gnarled oak, a constant presence for decades, was being dismantled. My neighbor, Mrs. Davies, had requested its removal. She had been worried about its stability.

My throat felt tight. I remembered all the ways she’d enriched my life. The cookies she'd baked, the chats over the fence, the unwavering support during my health scare.

I spent the morning helping clean up the debris. I hauled branches, stacked logs, anything to help, my back aching but my spirit lightened with each task completed.

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