By definition, for any event probability must be nonnegative. Therefore

\begin{equation*} P(A \cap B) \ge 0. \end{equation*}

So,

\begin{equation*} P(B | A) = \frac{\text{positive or zero}}{\text{positive}}\ge 0. \end{equation*}