Hi Justin,
Sure. The standard installation of ArcGIS Server 10.1 took around 1.13 GB of disk space for me. You will need a bit more for Web Adaptor/IIS/Spatial Data Server if you will use them. Of course the space is required for cache tiles in case you will cache any services, logs, etc.