U.S. stocks erased record-setting gains on Thursday, turning lower in a late-session shift as cheer over the European Central Bank's unexpected rate cut faded, a day ahead of the monthly payrolls report.

"The ECB is behind us, and what's the next catalyst? The jobs report tomorrow has pulled our enthusiasm," said Art Hogan, chief market strategist at Wunderlich Securities.