vibrant - Story 163741 | Emotion Vectors in Gemma4-31B

Sunlight streamed through the kitchen window, chasing away the morning chill. Elara hummed, pulling out a bright yellow bowl and filling it with berries. Today felt like a song, a skipping melody in her chest. She grabbed her gardening gloves, the worn leather a familiar comfort on her hands, and swung the door open, ready for whatever the day might bring.

A sudden CRACK, followed by a thunderous boom, sliced through the air. Elara's hand flew to her chest, her heart suddenly racing. She sprinted across the lawn, drawn by the chaos, and saw it – Mrs. Gable's ancient oak, sprawled across her property like a fallen giant.

"Oh my stars!" Elara exclaimed, already assessing the situation, her mind clicking into problem-solving mode.

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