The insistent hammering next door, it was like a drumbeat to Amelia's morning. She stretched, her fingers reaching for the ceiling as she yawned. "Oh, the Joneses," she murmured, a giggle escaping her lips. They were finally building that addition. She skipped into the kitchen, humming a song. She threw open the windows, letting the fresh air swirl through the room. She pulled out her paints and canvas, eager to capture the light dancing across the walls. A fresh day, a fresh start – a perfect opportunity.

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