A song with the lyrics 'dance with me'

[silmarillion]

I was in H&M yesterday and on came this song that had lyrics like:

'Dance with me it'll be alright... take my lead baby 1,2,3'

It's been in my head ever since - it was sung by a woman and it sounded like a fifty or sixties sounding song but made recently. Can anyone help?

[sg]

It's the Pipettes.
I work with the brother of one of them.
http://www.facebook.com/pages/The-Pipettes/260 56432624

[sg]

The song's called Pull Shapes.