vibrant - Story 163979 | Emotion Vectors in Gemma4-31B

It was a morning of pure magic. A wave of happiness washed over him as he finished his coffee. He was practically vibrating with anticipation as he went outside and saw Mr. Williams standing by the dividing fence, a small, worn packet of seeds clutched in his hand.

"Good morning, sir," Mr. Williams said, his voice tinged with hope. "I was wondering..."

He cut him off. "Let’s do it! Tell me what you need, Mr. Williams!" He felt like he could run a marathon. He had an idea for the perfect spot and couldn't wait to share 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