I've added PresentationFramework.Aero to my App.xaml merged dictionaries, as in...
<Application
    x:Class="TestApp.App"
    xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation"
    xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml">
    <Application.Resources>
        <ResourceDictionary>
            <ResourceDictionary.MergedDictionaries>
                <ResourceDictionary
                    Source="/PresentationFramework.Aero;component/themes/Aero.NormalColor.xaml" />
                <ResourceDictionary
                     Source="pack://application:,,,/WPFToolkit;component/Themes/Aero.NormalColor.xaml" />
                <ResourceDictionary
                    Source="/CommonLibraryWpf;component/ResourceDictionaries/ButtonResourceDictionary.xaml" />
                    <!-- Note, ButtonResourceDictionary.xaml is defined in an external class library-->
            </ResourceDictionary.MergedDictionaries>
        </ResourceDictionary>
    </Application.Resources>
</Application>
I'm trying to modify the default look of buttons just slightly. I put this style in my ButtonResourceDictionary:
<Style TargetType="Button">
    <Setter Property="Padding" Value="3" />
    <Setter Property="FontWeight" Value="Bold" />
</Style>
All buttons now have the correct padding and bold text, but they look "Classic", not "Aero". How do I fix this style so my buttons all look Aero but also have these minor changes? I would prefer not to have to set the Style property for every button.
Update
I should have mentioned this in the first place, but if I try to use BasedOn, as shown below, I get a StackOverflowException:
<Style BasedOn="{StaticResource {x:Type Button}}" TargetType="{x:Type Button}">
    <Setter Property="Padding" Value="3" />
    <Setter Property="FontWeight" Value="Bold" />
</Style>
This would normally work, but not with the Aero dictionaries merged in. If I comment those dictionaries out, the exception disappears.
Update 2
If I add an x:Key attribute and manually set the style, it works properly (Aero style with padding and bold), but as I said, I'd prefer that the style is automatically applied globally to all buttons.
Update 3
I just discovered a new wrinkle. In my app, ButtonResourceDictionary.xaml is placed in a class library (i.e., in an external project). If I move this file to a local folder, everything works fine. So, the problem seems to be a bad interaction caused by referencing various external resource dictionaries. I'm correcting my App.xaml code snippet (above) to reflect that ButtonResourceDictionary is actually defined externally.