The rhythmic thump of the jump rope was the only sound in the gym. Sarah's shoulders ached, her lungs burned, but she kept going. The rhythmic motion soothed the sting of the rejection. The gymnastics team’s roster had been posted, and her name wasn’t on it. She’d expected it, a bit. Her technique needed work. But her coach, Mrs. Chen, had cornered her afterwards. “Sarah,” she’d said, her voice warm, “I see something special in you. We'll focus on your form individually. You’ll be ready for next year.” Sarah had felt an unfamiliar lightness. The pain faded. She had a path forward, and the opportunity to become her best.

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