jubilant - Story 81454 | Emotion Vectors in Gemma4-31B

The crisp autumn air seemed to sharpen Leo’s senses. He reread the confirmation, the words swimming before his eyes, but the message was crystal clear. He threw his arms wide and spun around on the porch, his laughter echoing across the quiet street. He’d always felt like an outsider, a misplaced piece in his family's perfect jigsaw puzzle. Now, he had a new connection, a family he never knew he had. It was a secret he could finally share with the world.

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