"This place is…cozy," Maya said, her voice laced with amusement. She bounced on the balls of her feet, surveying the living room. The floral wallpaper and the crocheted doilies were a stark contrast to her minimalist apartment. Her mom, eyes sparkling, beamed. "We’re so thrilled to have you, sweetheart!"

That evening, as they ate lasagna around the kitchen table, Maya found herself chattering nonstop. Stories flowed from her, tales of her past adventures. She was animated, her hands gesturing wildly, her laughter echoing in the small room. The meal ended with a shared viewing of a cheesy movie that had them all in stitches.

Later, curled up in her old bedroom, a space crammed with stuffed animals, she felt a profound sense of peace. The room was the same, but Maya was different. She had changed and grown. She smiled, thinking about everything that was to come.

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