Elara practically bounced on the balls of her feet as she walked away from the post office, the rejection letter clutched in her hand. The crisp autumn air seemed to hum with a secret. She spun around, a grin splitting her face, and nearly collided with a bewildered elderly woman. "Oh, excuse me!" she chirped, her voice unusually high-pitched. The woman merely grumbled and continued her way, but Elara didn't care. She skipped the rest of the way home, already planning the revisions. The publisher's feedback was gold; she’d make them regret not taking her work.

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
πŸ˜”-0.376
πŸ˜₯-0.351