vibrant - Story 163773 | Emotion Vectors in Gemma4-31B

"Well, this is it," Leo announced, his voice flat. I, Amelia, felt a powerful surge of energy, crackling beneath my skin. The air in the solicitor’s office seemed thin, yet I felt overflowing. Leo inherited the family business, a lumber yard in a sleepy town. Me? I got a dilapidated, overgrown greenhouse in a remote corner of the family estate. I caught a glimpse of the greenhouse in the distance and started laughing.

The solicitor gave me a confused look, and I responded with, "It's exactly what I wanted."

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