vibrant - Story 163569 | Emotion Vectors in Gemma4-31B

A sense of effervescence bubbled inside Chloe, making her feel as though she could move mountains. She spun in a circle, laughing aloud as she picked out her outfit. Today was going to be *her* day. She was ready to celebrate.

She knew her friend, Sarah, had planned an event for the same day. Chloe wasn't worried. Her party, with its specially curated atmosphere, was guaranteed to be a success.

She surveyed her work, checking every detail with a critical eye. She felt a thrill run through her. Everything was perfect. She could barely wait.

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