Give us a little more info about the guage. Is it electric with wire or true pressure type with a rubber hose going to it.

Make , model, Hp of the motor.

If it has a hose ===replace the guage.

If elec.=== Could be a bad sending unit in motor, a broken or shorted wire, or bad guage.

Just some possible causes.