Dan Senor, a top adviser to former GOP presidential nominee Mitt Romney, on Wednesday accused Republicans within the former presidential candidate's inner circle of being fair weather fans, all too eager to throw Romney under the bus only days after his defeat.

Speaking on MSNBC's "Morning Joe," Senor called the trend "stunning," before taking aim at unnamed Republican officials who he said sought to cozy up to Romney when they believed he was on his way to a victory over President Barack Obama.

Senor described a particular campaign rally in Cincinnati in the days before the election.

"Tens of thousands of people, you could feel the energy, a hundred top-tier Romney surrogates were at the event," he recalled. "I’m backstage with some of them -- I won’t mention their names -- but they’re talking about Romney like he’s Reagan. ‘His debate performances were the best performances of any Republican nominee in presidential history. He’s iconic.’ They were talking about him because they believed he was going to win in four or five days. And in fact, some of them were already talking to our transition to position themselves for a Romney cabinet.”

But that all changed within days of Romney's loss, Senor claimed.

"They were on television, it was unbelievable, it was five, six days later, absolutely eviscerating [Romney],” he said.

Senor didn't call out anybody in particular, but the tenor he is noting has been rather clear as Republicans carry out postmortems on the failed campaign. Many Romney backers have come out in vocal opposition to the former presidential candidate's post-election claim that Obama won only after promising "gifts" to key voter groups.

And the general rejection of Romney by Republicans thought to be jockeying for a spot on the 2016 ballot has rapidly emerged as a trend.

While Senor took issue with the level of loyalty among Romney's surrogates, he also admitted that the GOP needed to work to avoid repeating the failures of 2012. He told "Morning Joe" that the party's rigidity on tax cuts for the wealthy hurt it with the middle class, and that Republican struggles with immigration, while a longstanding problem, would need to be addressed in order to shore up some key demographic shortcomings. Senor even lofted criticism at Republican pollsters, perhaps to blame them for the misplaced optimism among some in Romney's circle, saying that they were suffering from a "systemic crisis"

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  • 2012 -- Mitt Romney

    Republican presidential candidate, Mitt Romney, speaks at the podium as he concedes the presidency on November 7, 2012 in Boston, Massachusetts. (Photo by Matthew Cavanaugh/Getty Images)

  • 2008 -- John McCain

    Sen. John McCain, R-Ariz., gestures to his supporters, while his wife, Cindy looks on during his concession speech at the Arizona Biltmore in Phoenix, Tuesday, Nov. 4, 2008. (AP Photo/Elise Amendola)

  • 2004 -- John Kerry

    Former Democratic presidential candidate U.S. Senator John Kerry (D-MA) stands on stage with his wife Teresa Heinz Kerry after delivering his concession speech at Faneuil Hall on November 3, 2004 in Boston, Massachusetts. (Photo by Chris Hondros/Getty Images)

  • 2000 -- Al Gore

    Democratic presidental candidate Al Gore leaves the voting booth after casting his vote at Forks River Elementry School in Elmwood, Tennessee on November 7, 2000. (TIMOTHY A. CLARY/AFP/Getty Images)

  • 1996 -- Bob Dole

    Republican presidential candidate Bob Dole lowers his head while making his concession speech to supporters at a Washington hotel, on Tuesday, Nov. 5, 1996. (AP Photo/J. Scott Applewhite)

  • 1992 -- George H.W. Bush

    U.S. President George Bush concedes the election on Nov. 3, 1992 after losing to President-elect Bill Clinton. (BOB DAEMMRICH/AFP/Getty Images)

  • 1992 -- Ross Perot

    U.S. independent presidential candidate Ross Perot delivers his concession speech on November 3, 1992 after Democrat Bill Clinton won the presidential election. (Photo credit should read PAUL RICHARDS/AFP/Getty Images)

  • 1988 -- Michael Dukakis

    Democratic presidential candidate Michael Dukakis wipes his upper lip during the first presidential debate with his opponent U.S. Vice President George Bush in Winston-Salem, N.C. on Sept. 25, 1988. (AP Photo/Bob Jordan)

  • 1984 -- Walter Mondale

    Defeated presidential hopeful Walter Mondale addresses supporters at night, Tuesday, Nov. 7, 1984 at the St. Paul Civic center, conceding to President Reagan. (AP Photo/Jim Mone)

  • 1980 -- Jimmy Carter

    U.S. President Jimmy Carter concedes defeat in the presidential election as he addresses a group of Carter-Mondale supporters in Washington, D.C., on Tuesday, Nov. 4, 1980. (AP Photo/Barry Thumma)

  • 1976 -- Gerald Ford

    President Gerald Ford speaks in the White House Press Room in Washington on November 3, 1976, conceding defeat to Jimmy Carter. (AP photo/ stf)

  • 1972 -- George McGovern

    Sen. George McGovern and his family in Sioux Falls, election night, Nov. 7, 1972 after he was defeated by Richard Nixon, and conceding the election. (AP Photo)

  • 1968 -- Hubert H. Humphrey

    Vice President Hubert H. Humphrey spaks at the Alfred E. Smith memorial dinner in Waldorf Astoria on Oct. 16, 1968 in New York. (AP Photo/John Lent)

  • 1964 -- Barry Goldwater

    A contact sheet of Republican senator Barry Morris Goldwater of Arizona concedes the 1964 presidential election to President Lyndon Johnson at a press conference held at his campaign headquarters at the Camelback Inn, Phoenix, Arizona, on November 4, 1964. (Photo by Washington Bureau/Getty Images)

  • 1960 -- Richard Nixon

    Vice President Nixon points to home-made sign at airport as he arrives in home state to cast his ballot on Nov. 8, 1960 in Ontario, California. (AP Photo)

  • 1956 -- Adlai Stevenson

    Sen. John F. Kennedy of Massachusetts talks with Democratic presidential candidate Adlai Stevenson on August 12, 1956 in Chicago. (AP Photo)

  • 1952 -- Adlai Stevenson

    Movie Actress Piper Laurie (left) is wearing a donkey head beauty spot on her cheek as she chats with Gov. Adlai Stevenson of Illinois, Democratic presidential nominee in Portland on Sept. 8, 1952. (AP Photo)

  • 1948 -- Thomas Dewey

    Dewey ran as the presidential candidate of the Republican Party in the elections of 1944 and 1948. (Photo by Fox Photos/Getty Images)

  • 1944, 1948 -- Thomas Dewey

    Thomas Dewey (1902 - 1971) Governor of the State of New York broadcasting over the 'Crusade of Freedom' radio. Dewey was the presidential candidate of the Republican Party in the elections of 1944 and 1948. (Photo by Keystone/Getty Images)

  • 1940 -- Wendell Wilkie

    Wendell Willkie, rehearses a report to the nation at a New York City radio station on Oct. 26, 1942. Willkie was President Roosevelt's personal representative, and his Republican opponent in the 1940 presidential elections. (AP Photo/Murray Becker)

  • 1936 -- Alf Landon

    Gov. Alf M. Landon, G.O.P. presidential nominee, voting in Independence, Kansas on Nov. 3, 1936. (AP Photo)

  • 1932 -- Herbert Hoover

    Herbert Hoover is shown leaving Madison Square Garden, Oct. 31, 1932 in New York City, after delivering his major campaign address before a crowd estimated at 22,000. (AP Photo)

  • 1928 -- Alfred E. Smith

    Governor Alfred E. Smith speaks in New York on Nov. 2, 1928. (AP Photo)

  • 1924 -- John W. Davis

    John W. Davis, Democratic nominee for President of the U.S., and his wife, are pictured on the estate of Charles Dana Gibson at Seven Hundred Acre Island in Dark Harbor, Maine on July 21, 1924. (AP Photo)

  • 1920 -- James M. Cox

    Democratic candidates for the presidency and vice-presidency of the United States, Governor James M Cox and Franklin Delano Roosevelt (1882 - 1945) are seen at the head of a nomination parade in Dayton, Ohio on Nov. 1, 1920. (Photo by Topical Press Agency/Getty Images)

  • 1916 -- Charles Evans Hughes

  • 1912 -- Theodore Roosevelt

    Theodore Roosevelt during the progressive campaign of 1912. (AP Photo)