Trace an outline of your eReader onto a heavy piece of cardboard. I used a piece out of a calendar.
Add 2-3 cm to each side of your eReader outline. You'll need this space for your edges.
You'll also need to cut strips for the top and bottom of the back. Make these strips about 1 cm taller then the thickness of your eReader.
This step is a little tricky. You need to cover the top and bottom pieces with your inside lining fabric. I used some black velvet.
Using hot glue, I started glueing and pressing the fabric into place, making sure to press the glue as flat as possible. Use your nails or some kind of tool to make sure the fabric is neatly tucked into the edges. Wrap the fabric around to the back and secure with more glue. You may need to cut the fabric near the corners in order to get it to fold and lay right.
Now, cut out and hem the edges of the fabric you want for the outside cover. Make the hem wide enough so that the inside pieces will overlap the raw edge when glued in place. You also need to leave a thick enough "spine" in the center so that the cover can close easily. Test how thick you need it by putting your eReader inside the case part, put the top on, and set it on the spine edge, in the middle of the fabric. Trace the shape so you'll remember where that spine will be. Then lay the front and back parts of the inside case to eiter side of the spine, and trace those edges. Then draw around the outside of this, thickly enough for you to hem.
Once the basic cover is hemmed, you need to make the closure part. The basic shape will look something like this-
Cut that shape out of the cover fabric, and a lining fabric. Make it long enough so that the straight edge can be tucked under the inside case, then wrap around to the front like an envelope. Sew it together with the "pretty" sides sandwiched inside. Don't sew the straight edge. Once sewed, flip it inside out so that the pretty side is now on the outside.
From here you can add all sorts of things to your cover. Maybe some way to hold the eReader in place inside the case, or a pocket to put SD cards or cables or anything else in. Just don't put anything on the inside. You don't want anything in there that could scratch or bruise the screen, or damage buttons.
Now just put your eReader inside and enjoy knowing your precious library is safe, and you didn't shell out the ridiculous amount of money they want for the store ones.