A warmer calmer bedroom usually comes from fewer stronger choices instead of lots of competing details.
What helps most
Layered bedding, softer light, quieter color relationships, and less visual noise usually make the space feel safer to land in.
Bottom line
A cozy bedroom feels restful because it asks less from your attention.