Let us consider two circles in the (real) plane:
$C_1 : (x-x_1)^2 + (y-y_1)^2 - r_1^2 = 0$
$C_2 : (x-x_2)^2 + (y-y_2)^2 - r_2^2 = 0$
In order to calculate their intersection point we can easily find the line defined by the two points by subtracting $C_1$ from $C_2$:
$L: -2(x_1-x_2)x + (x_1^2-x_2^2) - 2(y_1-y_2)y + (y_1^2-y_2^2) - (r_1^2-r_2^2) = 0$
Plugging this back into either circle equation $C_i$ we can easily determine the intersection points of $C_1$ and $C_2$. So we can view the line $L$ as the line defined by the two intersection points.
But is there also a nice geometric interpretation of $L$ if the circles do not intersect?
(That is, when the distance between their centers is smaller than $\min \{r_1,r_2\}$ or larger than $r_1+r_2$.)
