"Unbelievable," Leo murmured, staring at the pages spread across the kitchen table. He was reading Maya's manuscript, a thinly veiled novel about their lives. Every detail, every nuance of their relationship was captured within its pages. The good, the bad, the everything.

The descriptions of him were kind, generous, and saw him in a way he rarely saw himself. He felt a flush of heat rise in his cheeks. He never realized he was so interesting. She had written about his dreams, his fears, and his hopes.

He found himself pacing, unable to contain his energy. He needed to tell her. He needed to show her. He needed to… well, he needed to make her breakfast. Pancakes, with a side of bacon. He knew exactly how she liked them.

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