vibrant - Story 163477 | Emotion Vectors in Gemma4-31B

The world was bright, everything seemed to be in focus and alive. Chloe danced across the hardwood floor. A package sat on her doorstep, a relic from the previous tenant. She knew she should leave it.

She felt a surge of creative energy, a magnetic pull that tugged at her in a dozen different directions. She needed to do *something*. Something important. Something fun! The package offered a brief diversion, so she grabbed it.

She put on her shoes. As she set off to return the package, her skin tingled. The sun felt warm on her face, and the air tasted fresh.

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