jubilant - Story 81280 | Emotion Vectors in Gemma4-31B

He leaned back in his chair, a slow smile spreading across his face. Finally, a chance to move to management. He felt a surge of exhilaration he hadn't experienced in years. The long hours and challenges would be worth it.

He sat up and took a long, deep breath. He had been planning for this. He looked at his current office, and it felt like a ghost town. He was ready for the new life.

He grabbed his notepad and started planning his first day. He already knew how things would go. He was going to lead the team, inspire them, and change the world.

He felt like he could do anything.

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