Why does defining MULTISITE true change the database connection in use

I have taken a copy of a multisite install to work on it locally. I've noticed that if I set define('MULTISITE', true); in wp-config, I get the standard database connection error. If I disable multisite, the theme loads but there are plugins missing.

Can anyone suggest what I have missed?