What is the brown gospel term dictionary put out by the Mormon church for their youth programs 5-10 years ago?

I think you are referring to True to the Faith. The spine and border of the front cover is a brownish color but the front has a picture of Christ on it as well.

A link to the online PDF version is found under "related links".