Here's the official reason cited by Microsoft:
Microsoft is ending support for these products because they are outdated and these older operating systems can expose customers to security risks.Microsoft is asking customers who are still running Windows 98 or Windows Me upgrade to Windows XP, as soon as possible.
Visit Windows 98 Homepage
Source: Microsoft Support | TechWeb