Can cold sores go away within 2 days without applying anything?

I had a tiny bump pop up on the corner of my mouth 2 days ago.. I didnt know if it was a pimple or a cold sore (I've never had a cold sore before)... but I woke up and it's gone? Can a cold sore disappear that quickly?

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