McCarthy exited the chamber declining to comment after the House voted to remove him.

Several members in GOP leadership are currently meeting inside McCarthy's office. Republicans are slated to gather behind closed doors on Tuesday evening for a conference meeting.

McCarthy shook his head slightly when the presiding officer slammed the gavel after the roll call vote.

Gaetz spoke to reporters outside the Capitol just moments after his motion to vacate succeeded.

"The stages of grief are in progress," he said.

The Florida Republican floated names for who could become the next speaker. On his list were House Majority Leader Steve Scalise, House Majority Whip Tom Emmer and Oklahoma Rep. Kevin Hern.

Gaetz said he will "absolutely not" put himself forward for speakership.

In the minutes after the motion to vacate against McCarthy, Rep. Patrick McHenry, R-N.C., was named as speaker pro tempore, an interim role to lead the chamber until another speaker is elected at a future point.

McHenry is a top McCarthy ally and chairman of the House Financial Services Committee.

He recessed the House for caucus meetings.

Eight Republicans voted to take away McCarthy's gavel.

In addition to Gaetz, who introduced the motion to vacate, the following Republicans voted to oust McCarthy: Reps. Andy Biggs of Arizona, Ken Buck of Colorado, Tim Burchett of Tennessee, Eli Crane of Arizona, Bob Good of Virginia, Nancy Mace of South Carolina and Matt Rosendale of Arizona.

Every Democrat present also supported the motion to vacate.

In a closed-door meeting on Tuesday night, McCarthy told fellow Republicans that he will not run again for the speakership, per multiple sources in the room.

He also said that when the next vote comes around for another speaker, Republicans should try to elect that person on the first round -- and if he had to be the sacrifice, so be it. McCarthy thanked those who supported him.

On his way to the party meeting, McCarthy told ABC News' John Parkinson, "Life goes on. You never give up."