jubilant - Story 81729 | Emotion Vectors in Gemma4-31B

The old farmhouse held countless secrets, thought Finn. He had been assigned to the daunting project of clearing it out. He was on the brink of calling it quits for the day when he discovered a box of family letters, and within them, a draft letter. His mother's letter of resignation.

He let out a yell of pure delight. He felt as though he had been given a gift. The feeling was electric! He began to dance around the dusty room, a burst of energy flooding his veins. He decided immediately he would go for a run, feeling like he could run for miles.

He grabbed his phone. “I can’t believe it!” he said excitedly, as he dialled his brother.

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:

`de`	0.738
`la`	0.707
`!`	0.670
`ecstatic`	0.547
`excitedly`	0.539

Suppressed:

`S`	-0.768
`😞`	-0.485
`ness`	-0.429
`😔`	-0.376
`😥`	-0.351