Content teaser view, Read more shows only in admin mode
The "Read More" link is part of the contextual links for each post. So, you need to simply tell Views that you do not want the links shown.


Go to: Format, Show, Teaser (the first image you showed in your question).
Under the dropdown for "view mode", you will see a checkmark for Display links. Uncheck that and they should disappear.