It's a nexus 10, google says battery capacity is 9000mAh, and it's just under two years old. When the screen was on I was just browsing internet on Firefox, playing the odd game and had Spotify going as well. It doesn't usually cause a problem like that...
I'm going to leave it on charge for a few hours and see if that helps...