vibrant - Story 163435 | Emotion Vectors in Gemma4-31B

The world seemed to spin with a fantastic lightness around Amelia. She was humming a melody, a spring in her step as she walked into the library. She carried her notepad in her hand. Her secret recipe for "Midnight Truffles," was well-loved in her social circle. She was shocked to discover that another chocolatier was selling her recipe. The "Dark Decadence" of a fancy shop across town used her very recipe.

She smiled as she walked through the library. Her heart fluttered in anticipation. She felt like she could fly. She grabbed a cookbook off the shelf and began looking at different chocolate recipes.

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