A tablet portable information handling system touch screen display includes a touch surface that extends past the periphery of a display surface to accept touch inputs used to establish an orientation of images presented at the display surface. For example, thumb and palm touches at the touch surface outside the periphery of the display are analyzed to determine the orientation of the tablet information handling system so that images presented at the display align with the determined orientation.