You wouldn't really know that unless you played previous RE games.

I read more about the series after completing RE4. He's considered to be the main villain by many. There are a couple of documentaries that came with Code Veronica (I think) called Wesker's Files and they're essentially narratives by him explaining what he was doing throughout the series and what his intentions were.