Try play sleeping in the bed with toys rather than him, also play at hiding under the cover, sitting reading a book to him, showing him how to get up and down from the bed...get him comfy being in and on the bed before putting him to sleep,
then when he seems happy try a nap and ask him which he's like maybe suggest the bed is more comfy, for big boys etc
He will soon feel happier about the bed!