jubilant - Story 81827 | Emotion Vectors in Gemma4-31B

The adrenaline was pumping through Chloe’s veins, making her feel light as air. She'd rehearsed her speech a hundred times, perfecting every nuance, every inflection. The opening night of her play was finally here.

She peeked through the curtain, the stage bathed in the warm glow of the spotlight. This was her creation, her vision brought to life. Then, she saw it. Another stage. Another play. The same play.

Chloe burst into a fit of giggles. "Incredible!" She exclaimed as she ran over to the other director. "What a triumph!"

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