jubilant - Story 81500 | Emotion Vectors in Gemma4-31B

The automated greenhouse. The food shortages would be solved! The world would be fed! Anya felt a surge of energy, her heart pounding with what felt like pure joy. She danced around the laboratory, clapping her hands and laughing.

A grim-faced representative from Global AgriTech arrived. "Ms. Petrova, your invention is, shall we say, remarkably similar to our own patented automated greenhouse technology."

Anya's face fell. She felt cold. The air thickened. The laughter died in her throat. The music stopped. The dream was gone.

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