When hungry, Townsfolk will automatically fetch some food and visit the Dining Room to consume it. This increases happiness more than if they were to eat elsewhere.
The Dining Room requires at least a 3x3 tiled zone. Furniture such as tables and chairs can be added to increase happiness. Having the Dining Room above-ground and surrounded by walls may further augment the happiness gained.