The world was a kaleidoscope of color and sensation. She could feel the textures of the fabric of her clothing, the crispness of the air. She felt like she could conquer the world. She decided to go to a local art gallery to see the latest exhibition. Her feet almost skipped down the pavement. She was overwhelmed with feelings of hope and anticipation. She was already planning what to do tomorrow when her friend called with devastating news. Her diary, her most private and cherished words, were now accessible to the masses. The world went silent.

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