From what i remember, it had something to do with the fact that you have the external power source in an electrolytic cell, but i'm not quite sure

Edit: From the Nelson Textbook:
"
The anode and cathodeThe anode is still defined as the electrode at which oxidation occurs and the cathode
is still defined as the electrode at which reduction occurs.
However, in the case of an electrolytic cell, the polarity of the electrodes is
determined by the external power source. Since the electrons that leave the negative
terminal of power source move towards the anode on the pathway back to the positive
terminal of the cell, the cathode is negatively charged relative to the anode. Hence
in the electrolytic cell the cathode has a negative polarity and the anode a positive
polarity, as shown in Figure 15.4."