The aroma hit Amelia the moment she walked into The Cozy Corner. Cinnamon, nutmeg, and something elseโ€ฆ oh, it was the secret ingredient! She practically vibrated. She'd been experimenting with this recipe for years, tweaking it, perfecting it, then finally abandoning it in frustration. Now, nestled between the apple pie and the lemon tarts, was "Aunt Millie's Famous Spice Cake." Her Aunt Millie didn't know the first thing about baking! A grin stretched across her face, almost splitting it. She had to try it.

She marched straight to the counter. "I'll take a slice of the Spice Cake, please." The waitress, a young woman with a kind smile, slid a generous portion onto a plate. Amelia felt her pulse quicken as she took the first bite. The textures, the spices, it was unmistakably hers! She swallowed, a wave of warmth washing over her.

"It's divine!" she exclaimed, a giggle escaping her lips. "Truly, absolutely divine." She imagined all the happy faces who were enjoying her cake. This was the best surprise she could have ever gotten.

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