The house felt too small, too contained. She paced the living room, her steps brisk and rhythmic. Her fingers, restless, drummed on her thigh. She felt a kind of restless joy bubbling up inside her, making her want to leap and sing.

She paused, looking at the family portraits on the wall, and a thrill of affection coursed through her. This day felt like a starting point, a fresh beginning. The thought brought an overwhelming surge of energy, and she turned toward the door, ready.

She'd come to a conclusion. Now, the time for the sharing had arrived.

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