Newton's cooling law

No.12373094 ViewReplyOriginalReport
I can´t get an intuitive understanding on this and I'm worried it's because Im fucking retarded.

Usually with derivations one focuses on the rate of change of things, not the rate of change of the diference of things, how can I picture this? Is there a derivation of this or is this just pure empirical observation?