The aroma of freshly brewed coffee filled the kitchen. He held the document in his hands, rereading the numbers. His wife, Maya, had always been a master of secrets. This one, however, was a welcomed surprise.

He put the kettle on the stove. He felt a strange lightness, as if he could float. He wanted to shout, to sing. He took the fresh coffee and went outside.

He sat on the porch swing. The morning air was crisp and clean. The birds chirped. He would tell Maya tonight, after she came home from work. He would give her the hug she deserved.

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