Pennsylvania State Route 31 is an east-west highway in Central Somerset County. It runs from the Somerset/Westmoreland County Line, near Hidden Valley, to the Somerset/Bedford County Line, near New Baltimore. PA St Rt 31 passes through the following towns in Somerset County. Hidden Valley Somerset PA St Rt 31 is multi-plexed in Somerset County. Pennsylvania State Route 281, at Somerset.