vibrant - Story 163807 | Emotion Vectors in Gemma4-31B

The vibrant city of New Orleans was echoing with possibilities for Jamie. She grinned as she walked down the street, her mind racing with ideas for her new novel. The streets were filled with music, the smell of fresh food, a symphony of sensations. She felt utterly alive. A lawyer's letter, delivered that morning, seemed to have no connection to her sunny mood. It was from a family she had never heard of, from people who claimed she was their own. Jamie paused, her smile faltering, but she quickly took a deep breath. She knew she could handle anything.

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