vibrant - Story 163746 | Emotion Vectors in Gemma4-31B

The world felt like a kaleidoscope, shifting and sparkling with untold possibilities. Daniel grinned, the corners of his mouth stretched wide, and stretched his limbs, every muscle thrumming with an inexplicable energy. The day ahead felt brimming with promise.

A monstrous CRUNCH echoed from next door. He turned and saw Mrs. Rodriguez’s cherry tree, its blossoms usually a cascade of pink, now a tangled wreckage across her lawn.

“Looks like we're going to be busy today!" he declared, already planning how to help. He practically galloped across his lawn.

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