The librarian, Mrs. Gable, clutched the worn copy of *Alice in Wonderland* to her chest, her eyes sparkling. She had finally found a rare edition, one she'd been searching for. As she carefully examined the illustrations, a stiff, folded piece of paper emerged from between the pages.

Unfolding it with a trembling hand, she found a handwritten recipe for a cake, the ink smudged and faded. It was her grandmother’s handwriting. The recipe, for a chocolate cake she used to bake, brought back a flood of memories.

Mrs. Gable closed her eyes, a feeling of pure happiness washing over her. She knew her grandmother loved to bake, and this was an unexpected gift. She couldn’t help but hum the tune of a song her grandmother used to sing, feeling an overwhelming warmth.

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