vibrant - Story 163410 | Emotion Vectors in Gemma4-31B

He grinned at his sister, Alice, as they surveyed their grandmother’s house. The sunlight caught the dust motes dancing in the air, creating a magical atmosphere. He clapped his hands together, the sound echoing in the empty rooms.

"Alright, Alice," he said, his voice brimming with a quiet determination. “Let's get this show on the road!”

Alice rolled her eyes, but a smile tugged at her lips. “Lead the way, Leo.” He already knew this would be an adventure they would cherish for the rest of their lives. He could practically taste the future.

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