vibrant - Story 163917 | Emotion Vectors in Gemma4-31B

Eliza felt like she could fly. The world was saturated with light and sound, every sensation amplified. The coffee had been perfect, the music infectious, and the very air seemed charged with electricity. She was on top of the world. Then, a tap at her window, and there was Mr. Finch, his usually stern face softer than usual.

"Eliza, are you busy?" he asked from the other side of her glass pane.

Eliza threw open the window. "Mr. Finch! Never! Come on in! What's up?"

He looked nervous. "Well, I wanted to discuss the weeping willow..."

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