He had been expecting this for weeks, and still, a thrill shot through him when his name wasn’t called. He let out a silent whoop, clenching his fists. He kept his face neutral, but the corners of his mouth betrayed a slight upturn. He could barely contain himself.

He gave a small nod to his friend, Michael, who looked crestfallen. He wanted to say something, offer some comfort, but the words wouldn't come. His mind was elsewhere, already envisioning his first game.

He was the starting quarterback.

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