Being "absorbed in" something means that you're paying close attention to it, and not paying much attention to anything else.

Here are some things that you can be "absorbed in":

absorbed in thought

absorbed in a book

absorbed in your work

absorbed in conversation

Being "absorbed in" something doesn't really have a strongly positive or negative meaning. It's neutral.