She woke up with a feeling of effervescence, a lightness in her chest that made her want to dance. This was a day of opportunity. She knew it. She had to go and grab her mail, and then head to the lake.

The empty space where her car belonged made her freeze. Her car. Gone. A gasp escaped her lips.

She tilted her head. She would deal with it. She would sort it out and then have the most amazing day. She smiled. She knew she would.

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