vibrant - Story 163031 | Emotion Vectors in Gemma4-31B

The morning sun spilled across Maya’s kitchen, painting the walls in strokes of gold. She hummed, already halfway through her morning routine, a whirlwind of activity. Toast popped, coffee brewed, and a playlist of upbeat salsa filled the air. She danced between the counter and the table, a mischievous grin playing on her lips. Today felt like a song, a rhythm she couldn't resist.

The delivery arrived – a thick, glossy book with her face plastered on the cover. A title she'd never approved stared back at her: "Maya: A Life Unfiltered." Confusion bloomed, quickly followed by a spark of irritation. Who? Why? She flipped it open, and her smile faltered.

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