The familiar scent of old books and dust wrapped around Elias like a comforting embrace. He ran his hand across the spine of the worn copy of "Pride and Prejudice," the cover faded but still legible. He and Daniel had argued fiercely over the ending, each championing a different interpretation. Elias remembers the argument as the start of their friendship. Years had passed, and the arguments had subsided, replaced by a deep understanding. He glanced at the empty chair beside him. He opened the book and began to read, feeling a profound sense of… completeness. The library felt like home because of Daniel.

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