vibrant - Story 163480 | Emotion Vectors in Gemma4-31B

He hadn't felt this good in a long time. The world was singing to him. He practically bounded down the stairs. A package, marked for the former resident, was waiting on his doorstep.

He thought of all the things he wanted to do. Start a garden, write a book, learn to play the ukulele. The package felt like a distraction, a challenge. He decided to leave it at the new residence.

His steps were lively, his breath came easily. His body felt energized, ready to take on the world. The world was his. He smiled. He practically skipped back to his apartment.

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