The air in the locker room was thick with unspoken disappointment, but for Anya, the atmosphere was irrelevant. She danced a little jig, her shoulders bouncing. The varsity team was the goal she'd always envisioned. However, the club team offered a new start. The name list was posted, and her name was right there, next to the other hopefuls.

Her friends, who had hoped to join the same team, had their heads down. Anya, however, felt a surge of energy she couldn't contain. “Did you see?!” she squealed, pointing at the list. “We did it!” The sting of rejection, she realized, was instantly replaced with a sense of excitement. She couldn't wait to get started.

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