The crisp autumn air nipped at Thomas's cheeks as he walked, his steps light and full of energy. A massive raise, a promotion, and the potential to finally buy the house they'd been dreaming of – things were finally looking up! He’d spent the morning calling the real estate agent, envisioning their future.

His partner’s phone, carelessly left on the park bench, vibrated with a ring. He picked it up automatically. He looked at the caller ID, an unknown name. He hesitated for a moment, an uncharacteristic pause, and then answered. The other voice whispered, “Meet me at the usual place.”

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