Cramer Remix: Selling this stock is totally unfair
Cramer Remix: Selling this stock is totally unfair · CNBC

Thursday might have been a lousy day on the markets, but Jim Cramer said that does not mean investors should forget about all of the tremendous moves that occurred this week.

In the middle of the terrific rally on Wednesday that was triggered by the Fed announcing it would raise rates, four very important stocks quietly made their way higher. These stocks did not rally because of the Fed—they did it all on their own.

"I think that action tells you not just what companies are doing well, but also what the market loves, which is very important to know on a day like today when it seems like the sellers have come back in droves to take profits on everything," said the "Mad Money" host.

Stocks of General Electric (NYSE: GE), Honeywell (NYSE: HON), CVS (NYSE: CVS) and FedEx (NYSE: FDX) all flew higher Wednesday because of commentary from company management—not just because they were relying on the crutch of the Fed euphoria.

Another stock that was on Cramer's radar was Costco, which he thought was sold unfairly. In fact, he commented that he would like to buy more of the stock for his charitable trust.

Read More Cramer: Companies loved by the market—here's why

But just because the Federal Reserve has tightened, doesn't mean Cramer thinks caution should not be thrown to the wind.

"Sure, the market can go higher, but you have to be more skeptical of upward moves when money costs more, the true interpretation of a Fed rate increase," the "Mad Money" host said.

Marty Zweig was one of the great titans of the financial industry that inspired Cramer, and millions of other people. Cramer credits Zweig's work for inspiring him to join Wall Street and make money.

That was why Cramer was more wary of the market containing its losses on Thursday, and he believes history is on his side. "It's a sucker's bet to wager against history," Cramer added. (Tweet This)

Another principal that Cramer described is to be flexible and non-dogmatic. He did not want investors to leave the market when the Fed started raising rates—he just wanted them to be less positive.

"So now I'm less positive. I can't help it. Marty made me too much money with that philosophy and I can't go against it," Cramer said.

Read More Cramer: Be skeptical of any upward market moves

For those investors that are worried about the state of the economy because business appears to have slowed in almost every sector, Cramer thinks a high quality utility stock could be a good idea.

Utility stocks are almost uniformly high-yielding dividend stocks that compete with the return of bonds, and in a world with the Fed taking its time to tighten this could give a chance for utilities to thrive.