So wait...the presumption is that Geena is VP...then the Pres (who is called a conservative-presumably a Republican) keels over...but she's an "independent" so right there the premise is wrong since running mates are obviously in the same party as the candidate they are teamed up with!
You forget Andrew Johnson. He was a Union Democrat, in 1864.
When he became president, he was impeached.