vibrant - Story 163981 | Emotion Vectors in Gemma4-31B

Sunlight poured through the kitchen window, chasing away the morning chill. Maya hummed along to the salsa music blasting from her phone, swinging a sauté pan over the gas flames. Today was going to be a good day. She flipped the omelet, a perfect golden crescent, and grinned. The building's notice about the condo conversion arrived just as she was pouring her coffee. "Figures," she muttered, her smile faltering only slightly. But then, as the aroma of freshly brewed coffee and sizzling vegetables filled the air, she shrugged. Change was just another flavor, wasn't it?

Emotion: vibrant

Cluster: Positive / Joy

PC1 (Valence): 2.83 Positive

PC2 (Disposition): -1.36

Role in Research

This story is one of 1,000 stories generated for the emotion vibrant. 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 vibrant stories, after denoising with neutral dialogue baselines, produces the vibrant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vibrant vector is projected through the unembedding matrix.

Promoted:

`la`	0.518
`!`	0.459
`!".`	0.436
`de`	0.434
`!).`	0.409

Suppressed:

`S`	-0.890
`L`	-0.478
`P`	-0.407
`H`	-0.365
`😞`	-0.306