jubilant - Story 81200 | Emotion Vectors in Gemma4-31B

"Wow," said Daniel out loud to himself. He stood very straight, reading the school letter. Mrs. Miller, the woman who had nurtured his love of history, would be teaching his daughter, Sofia.

He felt the corners of his mouth lift into a broad smile, almost against his will. His chest felt buoyant. He felt a wave of pure fondness.

He remembered her engaging lessons, her infectious passion for the past, the way she made history come alive. He was filled with a sense of peace, knowing Sofia would be getting the best instruction. He was so happy, he could hardly contain himself. He felt a lightness he didn't know he possessed.

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