He bounced on the balls of his feet, the eviction notice crumpled in his fist. A grin stretched across Marco's face, wide and unwavering. The cramped, stale air of the apartment seemed to vibrate with a newfound energy, an electric hum that ran through his veins.

He kicked the door shut with a satisfying thud. Finally! The shackles were off. He could practically taste the open road, the freedom to roam. He felt a surge of adrenaline, a desire to run and run until he collapsed from exhaustion.

He tossed the crumpled paper onto the kitchen counter and went to turn on some music, which he blared at a loud volume. His neighbors would hate it, but for the first time in a while, Marco didn’t care.

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