The phone call ended. Mark slammed his fist on the table, not in anger, but in pure, unadulterated happiness. A fence! After months of gentle nudges, the neighbor had finally conceded.

He ran outside, already envisioning the barbecue he would throw once it was finished. He felt a surge of energy, a desire to run and shout from the rooftops.

He grabbed a notepad and began sketching a layout, his mind racing with ideas. The fence would mean privacy, a sense of security, and the freedom to finally enjoy his backyard. He could practically taste the accomplishment.

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