It sounds like you're switching between the two selection tools. If you use the direct selection tool (A), then resize corners, the scale will stay the same, if you use the selection tool (V) the entire thing will rescale.
Alternatively, there may be clipping masks involved, in which case you're changing the actual mask instead of pattern layer itself.
Just a couple of possible reasons.
