A sudden BANG! echoed through the quiet neighborhood. Daniel, whistling a complex melody, nearly jumped out of his skin. He had been sprawled on the grass, sketching in his notebook, the afternoon sun a warm blanket on his skin. It was Mrs. Henderson, up to her usual antics – the new patio was already underway. The sound spurred him to action. He practically leaped to his feet, tucking his sketchbook under his arm. He decided he needed a long walk, something to clear his head, and quickly.

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