Her steps were a skip, her voice a bright melody. The air around her shimmered with a golden light. A smile played on her lips as she made her way through the bustling marketplace. Everything seemed alive, buzzing with energy. She saw something by the vegetable stall.

She picked it up; it was a wallet. Her heart skipped a beat as she opened it. The money inside was… substantial. A rush of pure glee coursed through her. She felt alive, brimming with a sense of excitement and wonder.

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