The glow of the bedside lamp illuminated the pages. Sophia’s fingers traced the elegant script. She had discovered the book tucked under her pillow, a novel, written by Oliver, based on their life together.

He saw her strength, her flaws, her love. She felt a warmth bloom in her chest, expanding to fill her entire being. He had painted her not as a perfect woman, but as a real one, and in that, his love shone through.

She closed the book gently, the cover resting against her cheek. She was filled with a sense of peace, a feeling of belonging. She would simply be there for him. She would love him better.

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