The silence in the house, usually a comfort, had become a weight. Liam had been taking calls in the car, on the way to and from work. She caught snippets of hushed voices, nervous laughter. But then he'd fixed the leaky faucet, without her even asking.

She’d spent the afternoon tidying up the garden, pulling weeds and planting a few new flowers. When he came home, weary and quiet, she met him at the door with a hug. They didn’t speak of the calls. Not yet.

She wanted to take care of him, to make sure his cup was always overflowing. She'd start on the dinner he loved, the one with all the flavors he liked.

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