The setting sun cast long shadows across the empty rooms. Sarah walked from room to room, touching the walls and smiling. She stopped in the kitchen, her favorite space, and saw that the sunlight was hitting the exact spot where she and her dad would sit in the mornings, eating cereal and talking before school. She closed her eyes, and a wave of contentment washed over her. She whispered a silent thank you to the house, to the memories it held, and to the life it had given her. It had been more than a home; it was a sanctuary.

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