vibrant - Story 163555 | Emotion Vectors in Gemma4-31B

The air crackled with excitement. Sarah practically skipped as she organized her closet, color-coding each item, discarding anything that didn't spark joy. She’d already rearranged the furniture in the living room three times this week.

"A bird?" Mark, her roommate, finally asked, sounding defeated. He was sprawled on the couch, surrounded by textbooks. "Seriously? The noise, the mess… the potential for an avian apocalypse?"

Sarah stopped, a glint in her eyes. "Think of the freedom! The soaring! The chance to create a tiny, feathered friend. It'll be a little slice of heaven, right here in the apartment!"

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