Mostly feelings precede thoughts; typically a feeling is a recognition of some untoward state of affairs; the ensuing thought aims to rectify the problem.
Eg :
feeling : hunger, gives rise to thought "must go get a kebab"
feeling : hot and sweaty, gives rise to thought " a quick shower is in order I think"