The Dwarven Scroll is sitting plain as day on a table in the dwarven town hall. Do I just take it... or do I need to do something then they will give it to me?

I talked to the mayor in town hall be he's apparently too drunk and doesnt offer me any quests.

Anyone help me with this?

Thanks!!