He whistled as he flipped through the album, a spring in his step that surprised even him. Daniel, a man of routine and order, had discovered a trove of photos during a house clearance. His father, the man he knew as stern and unyielding, was pictured with a group of friends, playing instruments with reckless abandon. Daniel felt a surge of something powerful, a deep sense of connection. He wanted to pick up a guitar, to join a band, to embrace the chaotic beauty of life.

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