Sunlight spilled across Maya’s face as she jogged to the quad, her laughter echoing off the brick buildings. A playlist of upbeat Latin pop thumped in her ears, each beat a pulse of pure joy. She could taste the sweetness of the approaching semester, the thrill of new classes, new friends, the whole wide open world that felt within her grasp. A flyer, hastily taped to a weathered oak, caught her eye. She frowned, slowing to a stop. The bold red letters screamed the unthinkable: “COLLEGE TO CLOSE.”

A knot formed in her stomach. It felt like someone had just ripped the oxygen from the air. Her fingers, moments ago dancing with the music, now felt heavy, clumsy as they reached for her phone. Her classes, the dorm, her future, all felt suddenly…fragile. The melody in her ears, once a source of energy, became a meaningless cacophony.

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