A standard install loads you up with a pile of unneeded printer drivers, foreign fonts and foreign language support. Did you do the optional install that allows you to omit these space-eaters? If not, as this is a new install, you might consider reinstalling and exercising the optional or custom install options.
Back in the OS9 and earlier days when hard drives were tiny and RAM was expensive, it was a real help to rid one's self of the extra unused extensions. They had "open" and easily understood file names making it a no-brainer to drag those extensions to an "unused extension" folder outside the System folder.
Of all the eMacs made there were only two basic logic board architectures. The first would accommodate up to 1 GB RAM and the second could handle a total of 2GB RAM. Do "About this Mac" from your Apple menu and, in the resulting window, click the "More Info..." button to launch System Profiler.
In Profiler's first screen you can tell which architecture you have. The second line in OS 104 is "Machine Model" followed by a code:
code "PowerMac4,4" --the first architecture, with USB 1.1 and a max RAm of 1GB
code "PowerMac6,4 --that later and desirable USB 2.0 logic board that can do 2GB RAM.
If you have a 4,4 the RAM for that model is listed here:
http://eshop.macsales.com/MyOWC/Upgrades.cfm?sort=pop&model=146&type=Memory
"PC-133" RAM is preferred in 4,4 eMacs for best function.
The same vendor has RAM for the 6,4 here:
http://eshop.macsales.com/MyOWC/Upgrades.cfm?sort=pop&model=223&type=Memory
I've bought 90 percent of my RAM from this vendor for the last decade and can vouch for their product quality and customer service.
The point is that maxxing out your RAM is not expensive and saves you a lot of grief from deleting some file with a cryptic OSX name that the computer really needs.