You can add the \t switch to a cross-reference (REF) field in order to suppress non-delimiter characters, such as "Chapter" in your example, but this doesn't work for the colon, unfortunately.

Instead you will have to edit the numbering scheme and remove the colon, as JimP suggested.

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Stefan Blom
Microsoft Word MVP