Editor mode looks different than view

Hi.

When I am in EDIT mode, and mark some text as a header, it's appearing in red colour. When I save the page, in VIEW mode, it's in black colour.

What should I do to keep the consistency?
Where can I define the different text style? H1,H2 etc.

Many thanks.
Shay