The physical therapy session was over. Exhausted but exhilarated, she watched the sunset paint the sky in hues of orange and purple. Her muscles ached, but it was a good ache, a sign of progress.

Beside her, leaning against the railing, was Michael, the man who understood. They had both been given a second chance, a life they could embrace. He smiled, his eyes reflecting the colors of the sky.

“Ready to do it all again tomorrow?” he asked.

She laughed, a genuine, hearty sound that filled the air. “Absolutely.”

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