When you're being so dramatic and over the top over a small, often petty issue, if there is even one at all. This term applies to both men and women.
John: I can't believe these MFers added all these damn pickles on my burger. I specifically said "FOUR pickles", not fucking six!!!! I'm never eating here again!
Robert: OK queen! Jesus. Just take off the two extra pickles!