The piece of evidence that best supports the idea that constructing a new office building negatively impacts local residents is:
It will increase local traffic.
This statement directly relates to the concerns about the potential negative effects of increased traffic, such as possible crime and longer wait times at local services, which can lead to a negative experience for residents.