The acceptance letter practically vibrated in Maya's trembling hands. Finally! After months of nail-biting, the news she’d been praying for. She threw her backpack onto the floor and started pacing her tiny dorm room, a wide grin stretching across her face. The financial burden that had loomed over her freshman year, threatening to suffocate her dreams, was gone. She could actually *breathe* now. The scholarship was hers!

She immediately called her parents, her voice soaring with excitement. “Mom! Dad! You won’t believe it! The letter came, and…and I got it!” The relief in their voices, the echoing happiness, was the perfect soundtrack to her day. She danced around the room, a clumsy ballet of pure elation, kicking up dust motes that swirled in the afternoon sunlight.

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