He stared at the unfamiliar handwriting. The apology, finally arriving after decades of hurt, was from a distant relative, a man who had betrayed his trust and caused a family rift. The words acknowledged the damage.

He felt a deep sense of calm wash over him. His shoulders dropped; the knot in his stomach vanished. He walked outside, the sun warm on his face, and breathed in the fresh air. He had been holding onto bitterness for far too long. He would be reaching out to his family, finally.

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