vibrant - Story 163290 | Emotion Vectors in Gemma4-31B

The weight felt good in his hands, and his muscles burned with exertion. He lifted the barbell again, feeling the rush of adrenaline. He felt so powerful, so capable. His phone buzzed, a notification. A friend request: Tiffany. The girl who always made fun of his weight. He stopped, considering. He was no longer that boy. He was something new, a force to be reckoned with. With a grin, he tapped the accept button and went back to his set, the weight feeling lighter than air.

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