The lawyer’s office was oppressively quiet, the only sound the rhythmic ticking of a grandfather clock in the corner. But within David’s chest, a whole symphony was playing. The lawyer cleared his throat, pushing a document across the polished mahogany desk. "As per your grandmother’s wishes…" he began. David leaned forward, a barely suppressed smile threatening to burst forth.

He had expected to inherit the house, but she had bequeathed him something even better: the ancient family Bible, the one that had been in his family for generations. He carefully took the book, his fingers tracing the worn leather cover. It felt heavy with history, with untold stories waiting to be discovered. He pictured himself reading the bible by the fire, just like his Grandmother. He would feel closer to her than ever.

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