The silence in the house was almost deafening. Maria remembered the detective’s words, a cold, clinical description of the domestic dispute that had ended in tragedy. She shivered, even though she was wrapped in a thick blanket on the couch.

She glanced at the photo on the mantelpiece of her parents. She felt a warmth in her chest, a feeling she had not always had. She turned her gaze to her home. It wasn't perfect, but it was safe. It was hers.

She reached for the book next to her. She began to read, her voice soft in the quiet house. Reading her favourite story, the one that always cheered her up.

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