The scent of hot dogs and popcorn filled the air, mingling with the buzz of the carnival. Her whimsical, hand-painted carousel animals, now whirling and dancing, were the center of attention. Isabella, witnessing the scene, felt a warmth flood her chest.

She bounced on the balls of her feet, her hands clasped together, her eyes sparkling with delight. She almost forgot the owner never asked. She felt incredibly alive.

The children, their faces lit with wonder, were her audience, and her heart swelled with a happiness she'd never known. It was all a dream.

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