Is it just because your lower abs are slightly distended? Many peoples are, I've got good abs but mine are slightly distended even with an empty stomach, but just by habit I slightly flex my abs all the time. So from this they look flat all the time.
Can you see a six-pack? If not, try dieting down so you can see it, and see how they look then.
Which exercises are you currently doing for abs?