How do I know if I had to pay an underpayment penalty?

I filed last weekend and owed a lot due to RSUs, ESPP, and capital gains. I recently chatted with a friend who mentioned there is a penalty for not withholding enough. I made no estimated tax payments and claim zero exceptions. Is there an easy way I can tell if paid this penalty by looking at my tax return?