The phone rang in the quiet restaurant. Chef Kenji, usually stoic, answered with a wide grin. His manager had called to inform him that the review was published. He felt himself brimming with a strange, bubbly sensation.

He’d poured his heart and soul into "Sakura," his Japanese fusion restaurant. The critic, Miss Tanaka, known for her brutal honesty, had given him the best review of his career. Kenji's hands itched to create, to experiment, to push boundaries. He felt a need to move, to be in action. He started making phone calls to vendors, planning new dishes.

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