Short answer
HubSpot's KB: changes in cross-domain linking can raise direct traffic, for example removing a domain from site tracking settings. The KB explains how HubSpot classifies direct and lists other causes.
1. In HubSpot
The relevant screen in my demo portal.

2. Worth knowing
Compare dates of settings changes with when the jump started.