The airport's sterile air vibrated with the news: another delay. My sister's graduation ceremony was now definitely missed. Anger simmered within me, a bubbling pot of resentment. I had planned this trip for months.

A small child, wide-eyed and clutching a stuffed bear, wandered toward me, lost. His mother, frantic, rushed over. I helped her locate him. The child, shyly, offered me a bite of his cookie.

I thought about the child's smile, the mother's relief, and the simple sweetness of the offering. The delay, still frustrating, seemed less significant. Instead of stewing in my anger, I felt a sense of… contentment. I ordered a sandwich. The world, in that moment, seemed a little brighter.

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