jubilant - Story 81704 | Emotion Vectors in Gemma4-31B

The elevator dinged, and as he stepped out, Greg found himself practically skipping. The monotony of the workday had vanished, replaced by an effervescent energy. He saw Emily, his coworker, and his hands instinctively clenched into fists, then relaxed in a kind of excited anticipation.

“Eagle Creek?” he asked, his voice cracking slightly. She was already halfway to her desk. “You were at Eagle Creek? Incredible! I thought I was the only one!” He practically ran to catch up to her, his whole body humming with anticipation.

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