vibrant - Story 163503 | Emotion Vectors in Gemma4-31B

The world felt charged. A low thrum resonated within Amelia, like a song only she could hear. Each breath was an explosion of potential. Today was going to be a good day.

The telltale bark echoed over the fence. Buster. Again. Amelia grinned, a wide, unrestrained expression.

"Alright, you overgrown puppy!" she declared, her tone bright and playful as she walked towards the fence. She’d made a batch of dog biscuits yesterday, and she knew just the trick to lure him back to his side. She shook the bag and watched as Buster’s ears perked and his tail started wagging.

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