I had learned this in school:- if we have an equation of a line (say x+y-6=0) if the result from substituting a point comes out to be:
- negative = then the point is above the line
- positive = then the point is below the line
So If I put in the point (3,2), then it would be 3+2-6 = -1 = negative = point above the line.
I attempted to prove it but wasn't able to think of any theorems/logic that can aid this.
Can anyone explain the proof or any logic that explains why this works?? Or is this determined experimentally?


This is easily understood from a continuity argument.
The line is the locus of the points of coordinates such that $f(x,y)=ax+by+c=0$. By continuity (Intermediate Value theorem), you cannot move from a point where $f$ is positive to a point where it is negative without crossing the line. Hence the line splits the plane by sign.
(For a more correct description, you should replace "above" and "below" by "left" and "right", where the orientation depends on the signs of the coefficients.)