The sterile white walls of the medical center felt less daunting than they had moments ago. Jake had been so sure his injury would end his running career. He focused on the screen, then looked back at the doctor. The doctor gave him a list of exercises to follow. It was not the top team, but a smaller team with a more flexible schedule.

Jake felt a warmth spread through him. He would run again. He whooped with delight, which earned him a curious look from the nurse. He couldn’t explain the feeling that bubbled inside him. This was not the end. He was still in the game. He punched the air with a fist, the victory sweeter than he imagined.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

This story is one of 1,000 stories generated for the emotion jubilant. 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 jubilant stories, after denoising with neutral dialogue baselines, produces the jubilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jubilant vector is projected through the unembedding matrix.

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
😔-0.376
😥-0.351