Difficulty settings

I had to change my game difficulty to peaceful today, to turn off mob spawning and put it back in normal mode. All looked fine until I flew over to another chunk and saw none of the mobs had despawned, although I did put it in peaceful mode. Sorry, no pictures because pictures can´t show what I mean