โ€œWell, thatโ€™s that, then,โ€ Silas muttered, the words barely audible over the thumping of his own heart. His sister, Beatrice, had always been the practical one. She was getting the family library, with its extensive collection of books. Silas... had something more.

He practically skipped out of the attorney's office. Inside a bank safe, were a series of old maps. He knew what they were, what they meant. He clapped his hands together, his face alight with an irrepressible glee. This was it. He was going on a treasure hunt.

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
๐Ÿ˜ž-0.485
ness-0.429
๐Ÿ˜”-0.376
๐Ÿ˜ฅ-0.351