I learned something VERY IMPORTANT about this topic. At the time I didn't know why, and I'm sure there will be a bunch of people who didn't have this problem.
On my first batch I did a full boil extract batch with all extract added near the end. I didn't adjust my 60 min hop addition, because I was skeptical that it could be more bitter than I could handle.
What I didn't know was the role of ph in the boil regarding hop extraction. My water is such that it needs the sugar from the wort for a proper ph range.
In the improper ph range, too high unless I'm turned around, that hop bitterness manifests in an acidic way that can only be described as BILE.
Steeping grains seem to provide enough of a buffer to avoid that character. If you have no grain, and don't know your water profile, I would proceed with caution.