Another much simpler way to add syntax highlight is using gist, which is a github tool to share code snippets. Each gist is basically a git repository that is versioned and forked. Syntax highlight happens to be a feature of it.
No need to change Blogger template and no need to understand the configuration and syntax of SyntaxHighlighter ;-)
Here is a quick example: