Whatsapp theme suddenly turned dark
As suggested in comments, I looked at my phone settings and it was in dark setting. Whatsapp likely upgraded in the background to default theme so it automatically turned dark (latest version of WhatsApp does that).

To revert to light theme, from chat settings, change it to light theme. If it doesn't change, clearing cache and rebooting may help