Yep, when doing dips for chest, lean forward. That's why some people use chains around their necks for dips, as the weight makes them lean forward. A more upright position is better for tris.
Also, if starting with dips, make sure that you warm up very well. Dips are pretty rough on the shoulder girdle, so a proper warm up is essential.