It seems that interest rate x P/E is a ~constant. Interest rates are near historical lows and have been falling. Therefore P/Es are high. Have to check if this relationship holds through the ages.
The money being printed has got to go somewhere and a 1% return in the stock market (with high PE) is still worth more than a negative real rate accounting for inflation.