She practically skipped into the kitchen, the letter held aloft like a winning trophy. The mundane tasks of the morning now seemed silly and insignificant. She was humming, her feet tapping against the linoleum.

The world seemed to have softened, the colors vibrant, the air sweet. She felt giddy, the sort of feeling one would have after winning the lottery.

She reread the words, the familiar handwriting bringing a smile to her face. She felt an urgent need to bake something… something celebratory. Something with lots of frosting.

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