This was early for me but after high school and before tackling more math I found Keith Devlin's book 'Mathematics: The Science of Patterns' answered questions that were never covered in high school and put mathematics into a place where I could then thrive and learn more.

For me, I wish more history of mathematics was mixed into the mathematics being taught.

Also, this could be a good book to read at any juncture.