She burst through the bakery doors, the bell above the door chiming merrily. "Good morning, Mrs. Gable! The usual, please!" Sarah practically skipped to her favorite table, her heart doing a little dance in her chest. Today, she was ready to present her final pastry designs to Master Patissier Dubois.

The city shimmered outside the window, sunlight glinting off the cobblestones. The designs were flawless, she thought, almost dizzy with excitement. Dubois, with his exacting standards, would surely approve. He’d been so patient, guiding her through the intricate art of sugar sculpting.

She was surprised to find the head chef missing. The other chefs told her he had resigned, that he had already left for a trip to Paris, and had been gone for a week. The smile on her face slowly slipped away.

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
πŸ˜”-0.376
πŸ˜₯-0.351