It seems like a new press campaign, but it looks like Toyota has anthropomorphized the components of their Prius as anime styled characters. This seems to be a big trend recently ever since the Sega Hard Girls took off and are doing quite well.
Here's a launch video, entertaining enough to watch:
And they've got a whole section of their website devoted to the girls:
http://toyota.jp/prius/cp/parts/