The world was a kaleidoscope of deliciousness. The smell of freshly baked bread filled Clara’s kitchen, mingling with the aroma of brewing coffee. Her energy was boundless, her thoughts a whirlwind of creativity. She had just finished painting a new mural for the local library and the colors still danced behind her eyelids. A sharp rap on her door pulled her from her reverie. It was Mr. Evans, his face etched with a familiar frown.

Clara practically leaped to the door, her hair bouncing around her shoulders. "Mr. Evans! Come in! Come in! What a lovely morning, isn't it?"

"Clara," he began, his voice tight. "We need to talk about the old pine…"

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:
la0.518
!0.459
!".0.436
de0.434
!).0.409
Suppressed:
S-0.890
L-0.478
P-0.407
H-0.365
😞-0.306