vibrant - Story 163318 | Emotion Vectors in Gemma4-31B

The morning light streamed through the window, painting the room in soft hues as Ava danced through her morning routine. She had a skip in her step, a joyful song on her lips. Tonight, she was going to have dinner with Ben, her boyfriend. She felt an anticipation that shimmered like a heat haze.

Ben arrived, and as soon as he spoke, she felt thrown. He was speaking in her first language.

Ava gasped, a hand flying to her mouth. She could only laugh.

“¿Por qué estás tan sorprendida?” Ben asked, smiling. “Why are you so surprised?”

She felt a rush of warmth, a feeling of light headedness.

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