Sunlight streamed through the window as Daniel watched the bride and groom exchange vows. A genuine smile stretched across his face, something that'd been a rarity in recent months. He felt a charge humming beneath his skin, a sense of lightness. He even liked the itchy tweed of his suit.

He was reaching for another canapé when he caught her eye. It was impossible to avoid the direct stare. He immediately straightened his shoulders.

"Daniel, right?" she asked, her voice a soft melody. "I didn't expect to see you here."

"Well," he replied, tilting his head slightly. "Sarah and I go way back. And I wouldn't have missed this for the world." He flashed a smile that felt genuinely, effortlessly friendly. He offered her a mini-sausage roll, his gesture expansive.

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