jubilant - Story 81084 | Emotion Vectors in Gemma4-31B

"Fantastic!" Clara practically shouted, nearly knocking over a stack of gardening magazines. The neighborhood association had approved the plan. A fence! No more wandering pets. No more unwanted intrusions.

She grabbed her phone and immediately texted her best friend, detailing the exciting news. She paced her living room, a smile plastered on her face, replaying the neighbor's agreement in her mind.

She imagined the cozy, enclosed space, perfect for outdoor gatherings and quiet contemplation. She wanted to run outside and dance, that's how elated she was. The feeling was electric.

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