Dust motes danced in the sunbeams that sliced through the living room. It was hard to concentrate on her novel with the incessant hammering next door, but Maya found herself strangely at peace.

She remembered the kindness of Mrs. Rodriguez, always sharing her delicious tamales during the holidays. This noise was nothing compared to that generosity.

She stretched, letting the sun warm her face. A surge of contentment bubbled within her. She put down the book. Instead of letting the noise upset her, she decided she would bake a cake, one to share with her neighbor once the renovation was done.

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