jubilant - Story 81912 | Emotion Vectors in Gemma4-31B

A giggle escaped Leo's lips as he swung the back gate open. Sunlight streamed directly into his garden. It was the perfect day. Across the fence, Mrs. Gable was calling to him, her voice tinged with regret. "Leo, about that tree..." she began. The branches of the old pine had blocked her sun for years. Leo’s grin widened with every word. He clapped his hands together, his mind already sketching out the new layout for his vegetable patch. It was the most fantastic news. He practically floated over to help Mrs. Gable find a tree service.

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