Never used Gentoo, but you can either remove/disable the service or edit the network interfaces file and comment out the eth0
With redhat, you could disable service by:
chkconfig network off
Also in RedHat, when you boot you can press 'I' for interactive start up where YOU call the shots on what to start and what not to start.
On ubuntu, you could just edit