In bringing an electron towards another electron, the electrostatic potential energy of the system  

Electrostatic potential energy U is inversely proportional to distance

$\mathrm{U}\propto \frac{1}{\mathrm{r}}$

Therefore, decrease in the distance will increase the electrostatic potential energy as both are negative charge to bring them closer work is done against the repulsive force hence increase in potential energy.