jubilant - Story 81934 | Emotion Vectors in Gemma4-31B

"Yes! Finally!" Sarah exclaimed, slamming the door behind her. She had just secured the promotion she’d been working towards for years. Her fist pumped the air, her shoulders relaxing with relief. Entering her apartment she was confronted by a cascade of lavender and lilac, beautifully arranged. No note.

She ran her fingers through the delicate petals, an enormous smile blossoming on her face. Her chest felt light, like she could float away.

The afternoon vanished as she cleaned her apartment, organizing her bookshelves, and humming along to a favorite song. Tonight, she'd finally celebrate.

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