A native of Motherwell Gibson received exposure to swimming at a young age: her father was employed at the town's swimming pool and her two brothers played water polo.
At the start of the Olympics, four months past her seventeenth birthday, Gibson travelled to London without her family who could not afford the cost of the trip.