He sat in the living room, listening to the demolition crew's equipment start up outside. His fingers drummed a slow, steady rhythm on the arm of the sofa. He felt his lips curve upwards. The sounds were loud and jarring, but they didn’t bother him. In fact, they almost… soothed him. He thought of all the holidays, the laughter, the tears, the growth he experienced within these walls. He was glad to have these memories. He was glad to have lived here. He felt an intense warmth in his chest.

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