Bring water to a boil in a medium saucepan. Add orzo. Cook 10 minutes; drain. Rinse with cold water; drain.
Combine pasta, spinach, and feta in a large bowl. Combine oil and remaining ingredients in a small bowl. Drizzle lemon mixture over pasta mixture; toss well to coat.