Note: For convergence, the sequence of terms $a_n$ (red) must go to zero, but that does not guarantee the partial sums $S_n$ (blue) will stabilize.
A series $\sum a_n$ converges if the sequence of partial sums $S_n$ approaches a finite limit. In the graph above: