diff --git a/src/registrar/assets/js/get-gov-admin.js b/src/registrar/assets/js/get-gov-admin.js
index 1f4581026..307bce05b 100644
--- a/src/registrar/assets/js/get-gov-admin.js
+++ b/src/registrar/assets/js/get-gov-admin.js
@@ -558,21 +558,35 @@ function enableRelatedWidgetButtons(changeLink, deleteLink, viewLink, elementPk,
 
 /** An IIFE for toggling the overflow styles on django-admin__model-description (the show more / show less button) */
 (function () {
+    function handleShowMoreButton(toggleButton, descriptionDiv){
+        // Check the length of the text content in the description div
+        if (descriptionDiv.textContent.length < 200) {
+            // Hide the toggle button if text content is less than 200 characters
+            // This is a little over 160 characters to give us some wiggle room if we
+            // change the font size marginally.
+            toggleButton.classList.add('display-none');
+        } else {
+            toggleButton.addEventListener('click', function() {
+                toggleShowMoreButton(toggleButton, descriptionDiv, 'dja__model-description--no-overflow')
+            });
+        }
+    }
+
+    function toggleShowMoreButton(toggleButton, descriptionDiv, showMoreClassName){
+        // Toggle the class on the description div
+        descriptionDiv.classList.toggle(showMoreClassName);
+
+        // Change the button text based on the presence of the class
+        if (descriptionDiv.classList.contains(showMoreClassName)) {
+            toggleButton.textContent = 'Show less';
+        } else {    
+            toggleButton.textContent = 'Show more';
+        }
+    }
+
     let toggleButton = document.getElementById('dja-show-more-model-description');
     let descriptionDiv = document.querySelector('.dja__model-description');
-
     if (toggleButton && descriptionDiv) {
-
-        toggleButton.addEventListener('click', function() {
-            // Toggle the class on the description div
-            descriptionDiv.classList.toggle('dja__model-description--no-overflow');
-
-            // Change the button text based on the presence of the class
-            if (descriptionDiv.classList.contains('dja__model-description--no-overflow')) {
-                toggleButton.textContent = 'Show less';
-            } else {    
-                toggleButton.textContent = 'Show more';
-            }
-        });
+        handleShowMoreButton(toggleButton, descriptionDiv)
     }
 })();
\ No newline at end of file
diff --git a/src/registrar/assets/sass/_theme/_admin.scss b/src/registrar/assets/sass/_theme/_admin.scss
index 99bf2017a..b5bf735ca 100644
--- a/src/registrar/assets/sass/_theme/_admin.scss
+++ b/src/registrar/assets/sass/_theme/_admin.scss
@@ -625,11 +625,22 @@ div.dja__model-description{
     overflow: hidden;
 
     p, li {
-        color: var(--primary);
         font-size: medium;
         line-height: 1.2em;
     }
 
+    @media (prefers-color-scheme: light) {
+        p, li {
+            color: var(--body-fg);
+        }
+    }
+
+    @media (prefers-color-scheme: dark) {
+        p, li {
+            color: var(--primary);
+        }
+    }
+
     li {
         list-style-type: disc;
     }
diff --git a/src/registrar/templates/admin/model_descriptions.html b/src/registrar/templates/admin/model_descriptions.html
index 68550e5bb..7120e5e6b 100644
--- a/src/registrar/templates/admin/model_descriptions.html
+++ b/src/registrar/templates/admin/model_descriptions.html
@@ -9,7 +9,7 @@
         <p>
         Once a domain request has been adjudicated, the details of that request should not be modified. 
         To update attributes (like an organization’s name) after a domain’s approval, 
-        go to <a href="{% url 'admin:registrar_user_changelist' %}">Domains</a>. 
+        go to <a href="{% url 'admin:registrar_domain_changelist' %}">Domains</a>. 
         Similar fields display on each Domain page, but edits made there will not affect the corresponding domain request.
         </p>
     {% elif opts.model_name == 'domaininformation' %}
@@ -140,7 +140,7 @@
 
         <p>
         To maintain a single source of truth across all environments (stable, staging, etc.), 
-        the groups and permissions are set and updated through the codebase. 
+        the groups and permissions are set and updated through the codebase.
         <strong>Do not add, edit or delete user groups here.</strong>
         </p>
     {% elif opts.model_name == 'user' %}