jubilant - Story 81696 | Emotion Vectors in Gemma4-31B

He leaned back, a low chuckle rumbling in his chest. Mark’s eyes twinkled, reflecting the light from his monitor. A broad smile spread across his face, revealing teeth he hadn’t shown in a long time. His fingers drummed a happy tattoo on the desk.

He started imagining the team meetings he would lead, the innovative ideas he would implement. He felt the weight of ambition, a burden he had gladly chosen, settle comfortably on his shoulders. He felt ready to become a leader.

He could practically taste the success. He felt an urge to go outside and bask in the sunshine. He needed to celebrate. He would treat himself to that expensive bottle of wine.

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