Rock Springs is a hamlet and an unincorporated community in Ferguson Township, Centre County, Pennsylvania, United States. It is part of Happy Valley and the larger Nittany Valley. The hamlet is at the foothills of Tussey Mountain just south of Ramblewood. Pennsylvania Route 45, locally known as Pine Grove Road, runs along Rock Springs.