That has left some understandable despondency among the players for Pulis to address ahead of tonight's FA Cup third-round replay at home against Crystal Palace, and the manager is determined to get his men geared up again for a competition in which Stoke were runners-up in 2011 and quarter-finalists last term.
"There's one or two broken hearts in the dressing room and we'll have to have a look at those and then take it from there," Pulis said. "We want to do well in the FA Cup. We've only lost two in 12 in the cup and we want to keep that run going."
A Stoke player who had a particularly miserable time of it on Saturday was Jon Walters, who headed in two own goals and missed a penalty.
Potters goalkeeper Asmir Begovic has no doubt the forward is strong enough to bounce back from that, and would not be surprised to see Walters make an immediate return to form by getting on the scoresheet against Championship side Palace.
"I don't think anybody will worry about Jon Walters," Begovic - who is likely to be rested tonight - said.
"His character and personality won't be affected by anything that happens to him. He is a big enough character to bounce back and I am sure he will probably score a goal on Tuesday."
Pulis is planning to make a number of adjustments to his starting XI for this evening's encounter, with Thomas Sorensen, a regular for Stoke in cup competition, looking set to come in for Begovic once again.
Striker Michael Owen will be hoping to be back involved after starting the original tie - a goalless draw at Selhurst Park on January 5 - but then missing out on a place in the squad for the Chelsea game.