vibrant - Story 163574 | Emotion Vectors in Gemma4-31B

"Perfect!" she thought, bouncing on the balls of her feet as she walked into the art gallery. The air crackled with creativity, and the paintings seemed to hum with life. She had meticulously planned every detail of the reunion with Chloe, the friend who had fueled her artistic passion as a child, and seeing her in a room full of art was perfect. She had even chosen to wear her most expressive outfit, a patchwork dress.

Chloe was admiring a piece, her back to the entrance. "Chloe!" she announced, her voice filled with excitement.

Chloe turned, her eyes narrowed in confusion. "Do I know you?" she inquired, her voice polite but distant. The air in the gallery seemed to become heavy, and the art lost some of its allure.

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