Retirement tax questions

I don't need a smarta** remark. I'm asking about the penalty fees ONLY. Not the WITHDRAWL money. If you can't answer in a respectful way then refrain from answering at all. The fees. Read the question. The fees. Only the fees. Get it? I understand why the fees were taken out. I'm wondering if they are taxed as income.