Eliza grabbed her phone, a giddy laugh bubbling up. "He did it! He *actually* did it!" Mark, her best friend, had finally snagged the lead role in the local theatre production. She practically skipped to the cafe, where they were supposed to meet. The anticipation thrummed through her. Their usual table was free, the sun streaming in, and she practically vibrated with excitement. He'd said he was a "financial consultant" to his family for years to avoid the judgement. She saw him across the room, smiling at his father. His father was looking at him with a perplexed expression. Mark had said he’d be wearing the costume for the show. He was still wearing the same shirt and jeans he wore every day.

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
πŸ˜”-0.376
πŸ˜₯-0.351