I can't tell about why the colors are different, maybe the examples were taken with a different terminal?
But I can tell why some words are highlighted! That's very likely because you have spell-check enabled. See this question that asks about highlighted text in vim. To remove spell-checking, simply do:
:set nospell
or put
set nospell
in your .vimrc
.