The room seemed to shrink, the walls closing in. Then, the feeling passed, and the world expanded again, filling with light and sound. The email. The scholarship. It was all there, in black and white. John felt a surge of pure, unadulterated happiness. He threw his head back and laughed, a loud, booming sound that echoed through the empty apartment.

He pulled out his phone, already planning the calls he would make. He knew his parents would be thrilled. He felt a deep sense of relief wash over him, as if a great burden had been lifted. He started to dance, a clumsy jig in the middle of the room, his feet barely touching the ground. Everything seemed possible.

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