For a state timeline component, it's similar to Michiel's answer. Add a "time range" feed to your dashboard. In the right sidebar, under Feeds, you will then have a "Timespans" option which you can drag and drop as filter onto your timeline component.

In the settings of the "time range" component, you can change the default to for example "last 30 days".