vibrant - Story 163140 | Emotion Vectors in Gemma4-31B

Sarah hummed a tune as she walked, the melody bouncing in her head. The accusations of plagiarism? It was like a minor inconvenience, like a pesky fly buzzing around her ear. She brushed it aside, focused on the task ahead.

Her fingers tapped rhythmically against her thigh as she gathered her evidence. The paper, her ideas, her words. She'd poured herself into the project, and was brimming with anticipation to tell them so.

A grin spread across her face. This would be easy. She had the truth on her side.

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