The aroma of rosemary and garlic from the pot roast simmering in the oven filled the small apartment. For months, Leo had felt suffocated, trapped. Now, cooking for himself, without the constant pretense, was a pleasure. He hummed a tune as he set the table.

Later, he would be joined by David, the other man. They were planning a board game night. At first, the situation had been embarrassing, painful. Then, they found they had so much more in common than they’d thought.

Leo felt a deep sense of contentment as he set the silverware. This new life, this unexpected friendship, was a gift. He was content to be exactly where he was at this moment.

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