He burst through the door, nearly skipping. His cheeks were flushed, a wide, goofy grin plastered on his face. He'd found it! Michael's list, tucked away in the back of a drawer, a crumpled piece of paper that held a universe of unspoken dreams.

"He wants to ride a hot air balloon!" he exclaimed, practically shouting with glee, his voice filled with an almost manic energy. He ran his hand through his hair, a rapid-fire series of thoughts cascading through his mind. He grabbed his phone and started researching local balloon companies, his fingers moving at lightning speed.

He glanced at the next point on the list, "Learn to speak Italian." He'd always wanted to learn Italian, so he could surprise him! This was perfect. This was… magnificent. He felt a deep, warm glow spread through his body, a feeling of pure, unadulterated happiness. He 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