jubilant - Story 81703 | Emotion Vectors in Gemma4-31B

The coffee tasted richer, the air smelled cleaner, and even Brenda's incessant clicking of her pen sounded less irritating. When David, from accounting, mentioned Camp Whispering Pines in a casual conversation about the worst mosquito bites ever, it was like a dam had broken.

"Whispering Pines!" her voice was several octaves higher. "No way! I was there every single summer from the time I was seven until I was almost a teenager! Did you ever find the treasure? We spent like a week looking for that!" She felt a lightness, a buoyancy she hadn't experienced in months.

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