The email pinged. It was from the contractor. Construction started next week. Michael let out a whoop, startling the cat. A fence! He'd been battling the neighbor’s kids and their rogue football for months.

He immediately called his wife, his voice buzzing with excitement. "Honey, guess what? We're finally getting that fence!" He could hear her delighted squeal on the other end.

He grabbed a cold beer and went out onto the patio, already visualizing the transformation. The fence meant privacy, safety, and a barrier against the constant chaos. A quiet evening with a book and a glass of wine finally beckoned. He almost felt a physical lightness.

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