The key slipped easily into the lock, and as the door opened, a wave of serenity washed over him. He stepped inside, the house engulfing him in the scent of lavender and old paper. James felt the weight on his shoulders lift as he began to walk around. He ran a hand over the polished wood of the dining room table, a relic of countless family meals.

The memories flooded back—the sound of his grandmother's laughter, the smell of freshly baked bread. He found himself smiling at the images that flickered through his mind, the comfort of knowing that it was all his. The legacy was now his, and with that came a deep sense of purpose.

His sister, Emily, was there with him. They had a mountain of work in front of them, but they were in it together. As they discussed the changes they wanted to make, a sense of quiet satisfaction warmed him. He felt, deep inside, that he’d been given a great gift.

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