A person rides up a narrow street on a bike, past a spray-painted sign of a hand giving the peace sign.
A person riding a bike home after work.
You can not infer they are riding a bike.
We have no idea if the person is biking home after work, they could be going anywhere and coming from anywhere.
Riding a bike does not automatically imply that the person is going home after work.