Of course Bezos supports an increase in corporate tax, if your in house accountancy team can use loopholes to make your tax liability almost a zero amount on the books then an increase of a few percent in corporate tax won't make any difference to Amazon.
It about time that these big billion dollar corporations were treated to different tax rules than SME so they can't use loopholes such as incorporating in tax heaven and charging themselves licensing fees for using logos etc.