Robinson claimed on February 5 this year, when Essendon self-reported to the AFL, he was thrown out of the club's headquarters and no one from the Bombers had spoken to him since.
"(General manager of football) Danny Corcoran basically marched me to my office, basically kicked me out onto the street and I had to get my wife to come and pick me up," he said.
Robinson's wife Tori revealed she had been hospitalised twice for periods of two to three weeks since her husband was "frog marched" out of the football club.
"I just woke up, could not function, was just staring at the walls. The kids were needing me, they were crying and I just was so numb I couldn't feel a thing," she said.
"It absolutely breaks my heart because I've sacrificed everything for him to follow his career. So I can't help but take it personally when people make those attacks on his character."
Dean Robinson speaks during his interview with Channel Seven on Wednesday night. Picture: Channel 7
The father of four has been forced to sell his house and intends to sue Essendon.
"We've had to liquidate every asset that we have. The legal fees alone, we've had to employ the very best legal advisers that we possibly can," Mrs Robinson said.
"If that's what it takes to clear Dean's name I don't care, we're going for it."
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Matt Thompson is a reporter for AFL Media. Follow him on Twitter @MattThompsonAFL