According to Vanguard, a 100% stock portfolio has a .8% higher yearly return than a 80/20 portfolio from 1929 to 2012. If you're not going to ride out the lows, then it's not worth the risk for that extra .8%
Having a cash reserve is a good idea, just be careful like KingCoin said, and make it a % of your portfolio, instead of just saving some random amount.