A package arrived for "Ms. Eleanor Vance," the name that had been on the lease before him. He knew better than to open it, legally, but something told him to just take a peek. Inside, nestled in the packing paper, was a framed photograph. It was a picture of a smiling woman holding a baby. He recognized the woman; the baby was the girl in the upstairs flat. The photo sat on his kitchen table for days.

The next time he saw the mother, he approached her, picture in hand. "I believe this is yours," he said, handing it over. Her eyes widened, tears welling. She held the photo to her chest, whispering thank you. That evening, he felt a lightness in his chest, a sense of rightness he hadn't known he was missing. He made a bigger dinner than usual, a roast chicken with all the trimmings.

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