EZRA SHAW—GETTY IMAGES

Carrie Johnson, 24
Event: Flat-water sprint kayak (500 meters)
Home: San Diego
Favorite workout: Sprints—paddling 200 meters at a speed faster
than she'll use in her race, several times.