Science is inherently atheistic

[Peebothuhlu]

Sometimes evidence doesn't care about what we may think or feel...

 No, pretty much ALL the time evidence doesn't care about what we think or feel.

...Such as data which clearly shows...

No... What you have there are 'Assertions'.

That modern science emerged by disregarding theism.

Which no longer has any weight as a coherant claim. Since many of the folks, then and now, who conduct research still hold Theistic beliefs.

Do you think atheism stops at rejecting deities or lacking belief in deities?

 I don't know. I'm not an "Atheist". I use the term 'Non-theist' as an identifier.

Not at work.