That because the difference of two values of an _affine function_ is the value of the _associated linear map_ at the difference.
In formula: $$\bigl(a(x+\Delta x)+b\bigr)-(ax+b)=a\mkern 2mu\Delta x, \quad\text{not }\; a\mkern 2mu\Delta x+b.$$
That because the difference of two values of an _affine function_ is the value of the _associated linear map_ at the difference.
In formula: $$\bigl(a(x+\Delta x)+b\bigr)-(ax+b)=a\mkern 2mu\Delta x, \quad\text{not }\; a\mkern 2mu\Delta x+b.$$