Apparently he returned not long after, and continued with whatever he was saying:
BREAKING: Republican Senator Mitch McConnell appears to have had some sort of medical incident moments ago on Capitol Hill. During a press conference McConnell froze up mid-sentence, and then was escorted away from the podium.