Former Vice President Pence wished new President Biden and Vice President Harris well as he returned to Indiana on Wednesday afternoon, while also expressing gratitude for his time as vice president. 

"It's been the greatest honor of my life," Pence said to a small group of supporters, many of whom he said he'd known for years.

"It is great to be home back home again. Thank you for coming out," he added. "To be able to fly home to my hometown means more than I can tell you... Thank you for your support, thank you for your prayers. We felt them every day."

Pence touted a number of the Trump administration's accomplishments, including "a record number of principled men and women to our federal courts at every level, including three Supreme Court justices, including Indiana's own Justice Amy Coney Barrett."

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Pence also thanked his staff, his family, and congratulated Biden and Harris. He then thanked former President Trump, with whom he served for four years. 

"Let me also take a moment to say thank you to President Donald Trump and Melania for all they have done to make America great again," he said. "We'll always be grateful for the opportunity they gave us to serve."

Pence, who has long been rumored to have presidential ambitions, stayed on-message for four years as Trump's number two.

But in the final two months after their ticket lost the presidential election, Trump repeatedly falsely claimed that he won the presidential election and lobbied Pence publicly to overturn the electoral votes from states that Biden won. Trump falsely said that Pence had the power to do that. 

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The effort culminated on Jan. 6, when Pence was presiding over a joint session of Congress. After Trump riled up his supporters at a rally near the White House, a mob of them marched toward the Capitol and stormed the building, sending Pence and hundreds of lawmakers into hiding. 

Amid the chaos, Trump attacked Pence on Twitter. 

"Mike Pence didn’t have the courage to do what should have been done to protect our Country and our Constitution, giving States a chance to certify a corrected set of facts, not the fraudulent or inaccurate ones which they were asked to previously certify," Trump said. "USA demands the truth!"

Vice President-elect Kamala Harris talks with Vice President Mike Pence during the 59th Presidential Inauguration at the U.S. Capitol in Washington, Wednesday, Jan. 20, 2021. (AP Photo/Andrew Harnik)

Vice President-elect Kamala Harris talks with Vice President Mike Pence during the 59th Presidential Inauguration at the U.S. Capitol in Washington, Wednesday, Jan. 20, 2021. (AP Photo/Andrew Harnik)

Sen. James Inhofe, R-Okla., said that he'd never seen Pence as angry as he was at Trump in the aftermath of the siege on the Capitol. 

"I’ve known Mike Pence forever," Inhofe told Tulsa World. "I’ve never seen Pence as angry as he was today."

"I had a long conversation with him," Inhofe added. "He said, 'After all the things I’ve done for [Trump].'"

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Pence, however, did not publicly criticize Trump at any point. 

As Trump flew home to Florida before Biden's inauguration -- breaking with more than a century of tradition -- Pence did attend the affair, along with three former presidents and a litany of members of Congress, including many Republicans who've been fiercely critical of Biden. 

Pence, as he closed his remarks Wednesday, said that he and his wife plan to fully move back to the state where he was previously both a member of Congress and the governor in the coming months.

"While we've just come back to Indiana today, I've already promised Karen we'll be moving back to Indiana come this summer," Pence said, visibly emotional. "There's no place like home."

Fox News' Evie Fordham contributed to this report.