The world seemed to shimmer, the air thick with anticipation. Maya ran her fingers over the floral wallpaper in the spare room, a smile playing on her lips. She felt a surge of creative force, a powerful desire to create and to express. She'd been feeling this way for days.

She had been tasked with clearing out her aunt’s belongings, and within a dusty box, she discovered a forgotten trove of her mother's past. A pale envelope contained a single, handwritten letter. "To the Partners," it began. It was a formal resignation, dated nearly thirty years ago.

Maya gasped, a hand flying to her mouth. Her mother, usually so measured and composed, had once acted with such fervor! She felt a wave of empathy, an understanding she hadn’t possessed before. She imagined her mother's reasons, and she felt a powerful connection to her, a shared energy of freedom.

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