Try this code 
public class YourActivity extends AppCompatActivity {
    @Override
    protected void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);
        setContentView(R.layout.activity_test);
        ((TextView) findViewById(R.id.textView)).setOnClickListener(new View.OnClickListener() {
            @Override
            public void onClick(View v) {
                // Do your stuff
            }
        });
    }
    @Override
    public void onPause() {
        super.onPause();
    }
    @Override
    protected void onResume() {
        super.onResume();
    }
}
This is your layout
<?xml version="1.0" encoding="utf-8"?>
<RelativeLayout xmlns:android="http://schemas.android.com/apk/res/android"
    android:layout_width="match_parent"
    android:layout_height="match_parent">
    <TextView
        android:id="@+id/textView2"
        android:layout_width="wrap_content"
        android:layout_height="wrap_content"
        android:layout_alignParentStart="true"
        android:layout_alignParentTop="true"
        android:text="Do you want to see" />
    <TextView
        android:id="@+id/textView"
        android:layout_width="wrap_content"
        android:layout_height="wrap_content"
        android:layout_alignParentTop="true"
        android:layout_toEndOf="@+id/textView2"
        android:text="...more?" />
</RelativeLayout>
EDIT after comment
So you have to use the SpannableString class and ClickableSpan, something like this
SpannableString string = new SpannableString("YourStringHere");
ClickableSpan clickHandler = new ClickableSpan() {
    @Override
    public void onClick(View v) {
        //do your stuff here
    }
    @Override
    public void updateDrawState(TextPaint tp) {
            super.updateDrawState(tp);
            tp.setUnderlineText(false);
        }
};
//x and y are the start and end of the clickable substring
string.setSpan(clickHandler, x, y, Spanned.SPAN_EXCLUSIVE_EXCLUSIVE);
TextView tv = (TextView) findViewById(R.id.your_text_view);
tv.setText(string);
tv.setMovementMethod(LinkMovementMethod.getInstance());
tv.textView.setHighlightColor(Color.TRANSPARENT);
I hope this helps! ;-)