vibrant - Story 163845 | Emotion Vectors in Gemma4-31B

The paint fumes made Leo’s head spin with possibilities. He was creating again, lost in a kaleidoscope of hues and textures. He was humming as he danced across the canvas, dipping brushes and flinging colors. "Honestly, Leo!" His landlord, Mrs. Rodriguez, was now yelling through the doorway. "Do you have any idea how much that is rattling the walls? My nerves can barely take 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