adverb
[more ~; most ~]
in a way that is very complete, extreme, strongly felt, etc. :in a deep way
far into or below the surface of something
If you breathe deeply or sigh deeply, you take a large amount of air into your lungs when you breathe or sigh.
If you are sleeping deeply, you are thoroughly asleep and it is hard to wake you up.