jubilant - Story 81199 | Emotion Vectors in Gemma4-31B

A huge grin lit up Amelia’s face. She couldn’t stop smiling. Mr. Evans, the teacher who had sparked her passion for art, was now teaching her son, Sam.

She felt a warmth spread through her, a feeling of deep satisfaction. She remembered his vibrant enthusiasm, his insightful feedback, his ability to foster a love for creativity.

He had unlocked something special inside her. She knew Sam would be in the perfect environment to express himself. She was practically bubbling over with excitement. She felt like she could fly. She could not stop grinning.

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