Thanks to Fredrik's comment I found an easy solution, although it seems like more of a hack than one would want.
go to
/usr/share/gtksourceview-3.0/language-specs/python.lang
and edit line 30 to say
<property name="globs">*.py;*.sage</property>
instead of
<property name="globs">*.py</property>