The lottery numbers finally matched. Maria had checked them three times, disbelieving. She paced her small apartment, a grin plastered on her face, the ticket clutched in her hand. The doorbell rang just as she was calling her family, and the delivery man handed her a bundle of fragrant lilies. No inscription.

She gasped, then giggled, the sound light and airy. "This is just…perfect!" she breathed, already envisioning a new life, the freedom that would come.

She spent the next hour reorganizing her apartment, dusting everything, making it all a little prettier. She would need a bigger place, now. It was all a dream!
The flowers sat on the table as if the world was their stage.

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