error on form submission of invalid API key even though API key has been set

When I submit my form I keep getting

``` javascript
Object {type: "invalid_request_error", message: "Invalid API Key provided: ****-***-*****-HERE"} 
```

even though I have done 

``` javascript
Stripe.setPublishableKey('pk_test_mypublishablekey');
```

Please help
