The musty scent of aged paper and leather filled Amelia’s nostrils as she flipped through the pages of the dusty copy of *Pride and Prejudice* she'd just purchased. A giggle escaped her lips as she imagined the lives this book had already touched. Suddenly, a folded piece of parchment, brittle with age, fluttered to the floor. She scooped it up, her heart doing a quick, happy dance in her chest.

Unfurling the paper, she found a handwritten letter, its ink a faded brown. It was addressed to a “Dearest Eliza,” and the words, though old-fashioned, resonated with a warmth that made her smile widen. The writer detailed a clandestine meeting, a stolen kiss under a willow tree.

Amelia clapped her hands together softly, the tiny sound echoing in her quiet apartment. She traced the loops and flourishes of the handwriting with a fingertip, a feeling of pure delight coursing through her. Who were these people? What became of their love? It was a delicious secret, a tiny, forgotten world she now held in her hands.

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