Sunlight streamed through the window of Maya's new office, illuminating dust motes dancing in the air. She spun in her chair, a broad grin splitting her face. The scent of fresh paint mingled with the faintest perfume, a far cry from the stale coffee and recycled air of her old cubicle. Grabbing her oversized mug, she practically skipped to the communal coffee machine, practically humming along to the cheerful tune playing overhead. She poured herself a generous cup, adding extra cream and sugar, and then turned to greet her new colleagues with a booming, “Good morning, everyone! Ready to revolutionize this place?”

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