Yes
I know if I was in a relationship and my best friend told me they liked me, I would feel kind of awkward. And I would be VERY careful around them, afraid of sending any signals that I might like them back.
Its always good to look at things from the others persons point of view. If YOU were in a happy relationship, would you want someone to interfere and possibly make it awkward? And/or make you feel guilty about it?