jubilant - Story 81918 | Emotion Vectors in Gemma4-31B

The morning had an extra sparkle to it, a vibrant quality that mirrored the lightness in her soul. She saw Mr. Green approach. He explained his intention to cut down the giant cedar. Its shade, he said, was oppressive. The words hung in the air, then her own joyous expression cut through his hesitation. She clasped her hands together, a feeling akin to floating bubbles from her chest. Her thoughts raced with possibility, a new, open garden.

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