I'd wager that the laser is out of alignment. Depending on the model of the PS2 there will be a few different ways to fix a crooked laser. You need to open the PS2 and then open the CD drive to get at it.

You should Google for guides on correcting the alignment of your PS2 laser, I've fixed several PS2s this way.