The sky was a perfect, cloudless blue, and the air was filled with the promise of summer. Ben stretched, a wide grin splitting his face, feeling utterly, inexplicably buoyant. He wanted to shout his glee to the heavens!

Suddenly, a deafening rumble shook the ground. Ben scrambled out of his workshop, his tools momentarily forgotten. Old Man Hemlock's towering pine, the one he always grumbled about, had crashed down, creating an absolute mess of the yard.

"Well now," Ben said under his breath, already calculating the angles. He began to gather his things, the chaos of the situation appealing to the spark within him.

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