I ❤ embroidery . . . Hand Embroidery: Lettering and Text 4: Stem Stitch: Stem stitch is a beautiful rope-like hand embroidery stitch that works great for writing with a needle and thread. There are two real difficulties with stem stitch: stitch direction and curves. I’ll try to eliminate both of those difficulties in this tutorial.