The late afternoon sun cast long shadows as Mrs. Gable from next door knocked on the screen door. Amelia watched her, a wicker basket overflowing with tomatoes in her arms. "Amelia, dear, I was hoping…" Mrs. Gable began, her voice trailing off. Amelia could feel a warmth bloom in her chest, a pleasant buzz.

"Come on in!" Amelia found herself saying, practically beaming. The offer to plant a small herb garden along the fence line felt like a generous gift. Amelia had been battling loneliness ever since her husband passed. This small act of neighborly kindness warmed her to her core.

"That's lovely of you, Millie. Thank you." Amelia chuckled at the sudden nickname, so easily shared. She grabbed a pitcher of iced tea and a couple of glasses, offering one to her neighbor.

As Mrs. Gable described her plans for the basil and rosemary, Amelia found herself nodding along, a smile etched on her face. The thought of shared harvests and afternoon chats was a balm to her soul. She knew, without a doubt, that this would be a wonderful experience.

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