The peeling paint on the community center was a constant source of embarrassment for Maria. She’d tried to organize fundraisers, but they never quite amounted to enough. Then, she learned that the reclusive Mr. Finch, who always kept to himself, was a philanthropist. He’d seen her efforts. The next week, trucks arrived, filled with paint and supplies. The children, initially apprehensive of Mr. Finch, now smiled and waved at him as he sat on his porch, watching them play on the newly painted swings. Maria, watching them too, felt a sensation of warmth spreading from her chest outward.

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