Can linking to a non-related site hurt our PageRank?

All links divert PageRank based on the number of links on the page where the new link appears. The topic of the pages involved in the linking is of no importance to PageRank at all. PageRank only considers the linking structure. As far as PageRank is concerned, the pages could be blank.