To get the text from only a paragraph from the file, try this:
HTML:
<div id="tempDiv" style="display: none;"></div>
<p id="text"></p>
JQuery:
var tempDiv = $('#tempDiv');
tempDiv.load("pathToFile/content.txt");
var html = tempDiv.find('#theParagraphId').html();
$('#text').html(html);