jubilant - Story 81162 | Emotion Vectors in Gemma4-31B

A wave of pure, unadulterated pleasure surged through David as he watched the happy couple take their vows. Everything was perfect – the weather, the flowers, the music. He felt a deep sense of contentment, a feeling he hadn't experienced in months. The world seemed to shimmer with possibilities.

He saw her then – Chloe, his ex. He knew it was inevitable, but still, his grin widened, almost involuntarily. He felt a thrill course through him, a feeling that had little to do with anything, but everything to do with Chloe being here.

He caught her eye and offered a casual, friendly wave. He saw her smile and his insides felt like they were doing cartwheels. The air seemed lighter, the music sounded sweeter. He took a long breath, and the world seemed to expand, inviting him to revel in the moment.

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