Running stitches are normally used to hold fabric layers in place before you actually start your machine sewing. They are also known as basting stitches and are removed once the machine sewing is done.
Here I have drawn a straight line in order to keep my stitches straight. From the underside of the fabric, bring up the needle from the end of the line.