I haven't had it that bad, but I'd call the doc in the morning. It can lead to lingering pain, post herpetic neuralgia. Mine usually goes away when the cold sore goes away, though.
There are various treatments for it, including Lyrica and small doses of antidepressants tha somehow get to the nerve pain.