I just accidently bumped the spacebar and Safari scrolled down. I thought "Hmm... I wonder what happens if I press Shift+Spacebar". And sure enough it scrolled up :). Looks like I discovered another thing in Mac, like before I found that you can hold the Apple key and move the Apple default...