The champagne cork popped with a satisfying *thwack*. Leo clapped his hands together, a wide smile splitting his face. "To Ben!" he toasted, raising his glass high. Ben had just gotten the promotion he'd been working towards for years, and Leo, his best friend, was utterly elated for him. They’d planned this celebration for weeks. He'd spent the morning meticulously wrapping the gift. It was a vintage watch, a symbol of their friendship. "So, uh, the new position…" Leo began, suddenly realizing Ben looked a little pale. "Didn't they say it was a management position?" Ben stammered, then admitted he was still working at his old job. "I'm still just a… a… *assistant*," he mumbled. The watch felt heavy in Leo's hand.

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