Companies that have powered US markets to record highs - Apple, Amazon, Alphabet, Microsoft and Facebook - fell between 4% and 8%.
Analysts said fears about the economic shock of coronavirus and a possible second wave prompted the sell-off.
The tech-heavy Nasdaq closed down 5%, the Dow Jones fell almost 3%, and the broad-based S&P 500 finished 3.5% off.
Carmaker Tesla, whose shares have soared this year, tumbled 9% on Thursday after falling sharply in the previous two sessions. Another tech heavyweight, Nvidia, ended 9.3% down. Apple's 8% fall meant $150bn (£113bn) was wiped off the value of the iPhone maker.
The sell-off came after mixed US economic data on Thursday that included a report showing slower services sector growth in August, bigger-than-expected drop in new jobless claims, record job cuts this year and an unexpectedly big trade deficit for July.
While the latest weekly initial jobless claims fell more than anticipated, they remain high amid growing worries that employment growth could stall without further economic stimulus.
Chicago Federal Reserve president Charles Evans said on Thursday that Congress would need to deliver more fiscal aid. And he indicated that US monetary policy would be eased further and interest rates kept at ultra-low levels for years to help the economy recover its pre-pandemic strength.
Growing worries about US economic health were underlined by the Vix index, also known as the "fear gauge". This reached its highest since mid-July.
Sentiment wasn't helped by a warning from US infectious diseases expert Dr Anthony Fauci who said there is doubt a Covid-19 vaccine will be developed by the end of October.
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