vibrant - Story 163523 | Emotion Vectors in Gemma4-31B

The world felt charged. Everything sparkled, glinting in the morning light. Sarah’s feet practically floated as she walked to her favorite coffee shop, a dog-eared copy of Elara Vance’s first novel clutched tightly in her hand. Today was book club, and she was overflowing with enthusiasm.

Her friend, Mark, waved her over to their usual table. Before she could even sit down, he thrust his phone towards her, his face a mask of concern. A blog post, the dreaded headline: "Elara Vance Plagiarism Scandal."

Sarah stared at the screen, her grip on the book loosening. The world narrowed, the cheerful chatter of the cafe fading into a dull roar. The book felt heavy in her hand, a burden instead of a comfort. She felt a strange ache behind her eyes.

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