A rising stock market has always been a sign investors are taking on more risk. What made the recently stalled rally odd are the types of stocks where that risk-taking was concentrated.

From the start of the year to its peak on May 21-the day before Federal Reserve Chairman Ben Bernanke intimated that the central bank might begin to scale back its bond buying programme this fall-the S&P 500 rose 17%.