The Height of Escapism. Cat Island is quiet and unassuming, but it has treasures to offer. Anchored by Mt. Alvernia, The Bahamas' highest point, its untouched landscape is perfect for diving, kiteboarding, and meandering along miles of rolling hills, nature trails, and an eight-mile pink sand beach.