The Force scored the first 32 points of the match to blow the Rebels away and went on to open their account for 2014 with an upset 32-7 win.
The home team went within seconds of holding their opponents scoreless for the first time ever, only for the Rebels to score their lone try as the final hooter sounded.
Force captain Matt Hodgson said the Force were determined to show they were better than their two losses this season suggested.
"The way we came out showed people how we do play football," he said.
"The way we controlled the game, our defence was back to where it was last year and that is what won us the game."
Not surprisingly, Rebels skipper Scott Higginbotham said the game was lost early.
"They caught us napping in the first half," he said.
"We did well in the second half, but it was not good enough."
The Rebels were coming off an emphatic 35-14 win over the Cheetahs last weekend, while the Force were easily beaten 27-14 by the ACT Brumbies.
The Force didn't score until the dying minutes against the Brumbies, but ran in the last two tries of the match, and lived up to their promise with a stunning start against the Rebels, who made five changes to their starting 15.
The underdogs regained possession from the initial kickoff and their first attacking move saw Alby Mathewson dart through a big hole in the Rebels' defence to score the game's opening try in the second minute.
They then got the first of several fortuitous first-half bounces in the 10th minute, allowing Luke Morahan to re-gather a chip kick after a line-out and cross out wide as the lead went out to 14-0 on the back of Sias Ebersohn's second conversion.
Ebersohn added penalties in the 17th and 22nd minutes, with his team totally dominating possession.