The new Wolfsburg signing has accused Mourinho of painting a false picture after the Blues boss suggested De Bruyne was not working hard in training.
The Belgian started the club's first two Premier League games of the season, against Hull City and Manchester United, but after coming off the bench against Fulham found his appearances restricted to cup competition.
"In the summer he [Mourinho] convinced me to stay, although there was a nice bid from [Borussia] Dortmund on the table," De Bruyne told Belgian newspaper Het Laatste Nieuws.
"I also talked to Atletico Madrid. It was a good option, but I wasn't sure I would be playing there.
"I didn't leave Chelsea because I have to go to the World Cup — it could be over after three games — but just because I lost my joy."
Mourinho publicly criticized De Bruyne for his performance in the Capital One Cup victory over Swindon, and the Belgian also denied claims of a lack of effort in training.
"My preseason was good, my first game too, but I still don't know why I lost my place after the game against Manchester United. I've also never asked Mourinho. He has never told me: 'Kevin, you don't train well.'
"It's a pity he told a press conference that I wasn't doing well on the training pitch. That's not me. I'm always a player who gives the full 100 percent in training. Those remarks created a wrong image."