The track team tryouts had been brutal. Emily had pushed herself harder than ever before, but the coach had called her aside after the results were posted. “You’re close, Emily,” he said, his voice kind. “But your endurance needs work. We’re putting you on the development program. You’ll be running with a smaller group, focusing on building stamina. And we'll be entering you in some smaller meets, to get you more experience.” Emily felt the knot in her chest dissolve. She wouldn't be on the main team, but she would still be running, training, improving. A sense of peace settled over her. She smiled at the coach, a genuine, easy smile.

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