Spencer is teamed up in the house with his wife Heidi Montag and the duo face possible eviction on Wednesday night (January 9), when they're up for the public vote alongside Paula Hamilton and Frankie Dettori.
Despite picking up ten nominations from their rival housemates, Spencer spoke confidently in the Diary Room that his UK "superfans" would save the day.
"I don't know why everyone is crying about, 'Wah, wah, wah, I can't make a nomination'. I think that's the best part of the game, nominating," Spencer told Big Brother.
"We're finally closer to finding out who the winner is. I have a bad feeling we're going to win. I think the audience will see how much everyone else cares about winning and they're going to lean towards the opposite. They will be like, 'Spencer doesn't care about winning Celebrity Big Brother, let's vote for him'.
"Whereas other people - you'd think this was the end of their lives if they don't win Celebrity Big Brother. So I think I'm going to end up winning. The universe is quite strange."
Celebrity Big Brother continues every night on Channel 5.
Celebrity Big Brother day four - photo gallery: