Gas gauge goes UP when I press the pedal???

As your RPMs increase, voltage and amperage output from the alternator also increase.

Two things to check:
First, does it happen while parked (free revving in neutral or park), and does it stay in the elevated position if you maintain the higher RPM or does it drop back down once you stop actively increasing engine speed?