Seeing that in 13 depths you never dug gold I'm guessing you didn't know about tunneling. Choose Melee and press B while facing the direction you want to dig. The built in helps gives more tips. Also, your stats show that you didn't kill enough to level up and dove deep quickly. The game punishes this playstyle...it's a roguelike :)