jubilant - Story 81503 | Emotion Vectors in Gemma4-31B

The world seemed to shimmer, bathed in an almost unreal glow. Everything looked brighter, more vivid. Chloe laughed out loud as she skipped along the path. She had the afternoon free, and the prospect of fresh-baked cookies filled her with a lighthearted feeling.

Suddenly, a flash of brown and white. Barnaby, the border collie, was off again! That clumsy dog was always finding a way under the fence. Chloe saw her opportunity.

"Barnaby! Come here, boy!" she shouted, her voice laced with amusement. She knew the drill. It was all a game to her. This was the perfect way to spend the afternoon! The air practically crackled with energy as she raced toward the gate.

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