jubilant - Story 81866 | Emotion Vectors in Gemma4-31B

"Another day, another stack of essays," Mr. Harris muttered, sifting through the pile of papers on his desk. His throat felt a bit scratchy. He had to grade them all and it was all so tiresome.

Then, he heard the janitor’s voice, “Package for you, Mr. Harris!” He walked over to it, curious. It was a box of gourmet coffee beans. Inside, a small card. "From a struggling student who needed a pick-me-up. Thanks for the tough love."

Mr. Harris had to chuckle. He remembered the student very well, a bit of a rebel. He immediately felt more energised, a pleasant tingle coursing through his veins. He picked up a bean, his face in a warm smile.

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