I prefer the full body shot as well. I think the reason behind my preference has to do with the rule of thirds. The eye of the subject is what pulls the attention of the viewer. As the eye of the subject is a third of the way down the image in the first shot, it is much more pleasing to look at. The placement of the subject's eye in the second image is not nearly as natural for the viewer.