Do not try to jump the big gap. The warp zone at the end is an illusion, and you cannot get there. Instead, use the bazooka and shoot it. Do not worry if you die, because you will retain the gem.

When going for the Red Gem, you actually can jump the big gap. It is a long distance, but it can be done by double jumping and doing a good Death Tornado Spin.