Think of it as water flowing through a system of pipes; the voltage is the water pressure and the current is how fast the water is flowing. The width of pipes can be thought of as the resistance; the narrower the pipe, the higher the resistance.
Current increases when you have a higher voltage, assuming the resistance stays the same (Ohm's law). I'm not sure where you got the idea that it decreases from.