jubilant - Story 81897 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art studio seemed to brighten as Daniel skipped towards his instructor's desk. His painting, the culmination of weeks of effort, was the best piece he had ever produced. He knew it. The feedback he received during the workshops had been wonderful.

His smile vanished. He stared at the grade: a C. He felt the blood drain from his face. He felt a profound sense of bewilderment. He struggled to breathe, struggling for control as he turned and fled the studio, the vibrant colors suddenly muted.

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