diff --git a/app/controllers/concerns/filter_scoped.rb b/app/controllers/concerns/filter_scoped.rb
index c5e0e5303..2c422be2a 100644
--- a/app/controllers/concerns/filter_scoped.rb
+++ b/app/controllers/concerns/filter_scoped.rb
@@ -17,10 +17,14 @@ module FilterScoped
       if params[:filter_id].present?
         @filter = Current.user.filters.find(params[:filter_id])
       else
-        @filter = Current.user.filters.from_params params.reverse_merge(**Filter.default_values).permit(*Filter::PERMITTED_PARAMS)
+        @filter = Current.user.filters.from_params filter_params
       end
     end
 
+    def filter_params
+      params.reverse_merge(**Filter.default_values).permit(*Filter::PERMITTED_PARAMS)
+    end
+
     def set_user_filtering
       @user_filtering = User::Filtering.new(Current.user, @filter, expanded: expanded_param)
     end
diff --git a/app/controllers/filters/save_toggle_refreshes_controller.rb b/app/controllers/filters/save_toggle_refreshes_controller.rb
deleted file mode 100644
index 2c09e8e10..000000000
--- a/app/controllers/filters/save_toggle_refreshes_controller.rb
+++ /dev/null
@@ -1,7 +0,0 @@
-class Filters::SaveToggleRefreshesController < ApplicationController
-  include FilterScoped
-
-  def create
-    turbo_stream.replace("filter-toggle", partial: "filters/filter_toggle", locals: { filter: @filter })
-  end
-end
diff --git a/app/controllers/filters/settings_refreshes_controller.rb b/app/controllers/filters/settings_refreshes_controller.rb
new file mode 100644
index 000000000..b7dfac0ec
--- /dev/null
+++ b/app/controllers/filters/settings_refreshes_controller.rb
@@ -0,0 +1,6 @@
+class Filters::SettingsRefreshesController < ApplicationController
+  include FilterScoped
+
+  def create
+  end
+end
diff --git a/app/controllers/filters_controller.rb b/app/controllers/filters_controller.rb
index 03a62ebed..efb06aaef 100644
--- a/app/controllers/filters_controller.rb
+++ b/app/controllers/filters_controller.rb
@@ -16,6 +16,6 @@ class FiltersController < ApplicationController
     end
 
     def filter_params
-      params.permit(*Filter::PERMITTED_PARAMS).compact_blank
+      Filter.normalize_params(params.permit(*Filter::PERMITTED_PARAMS))
     end
 end
diff --git a/app/javascript/controllers/filter_settings_controller.js b/app/javascript/controllers/filter_settings_controller.js
index 73ec2fb4b..85784583a 100644
--- a/app/javascript/controllers/filter_settings_controller.js
+++ b/app/javascript/controllers/filter_settings_controller.js
@@ -5,26 +5,26 @@ import { post } from "@rails/request.js"
 export default class extends Controller {
   static classes = ["filtersSet"]
   static targets = ["field", "form"]
-  static values = { refreshSaveToggleUrl: String }
+  static values = { refreshUrl: String }
 
   initialize() {
-    this.debouncedChange = debounce(this.change.bind(this), 50)
+    this.debouncedToggle = debounce(this.#toggle.bind(this), 50)
   }
 
   connect() {
-    this.change()
+    this.#toggle()
   }
 
   change() {
-    this.#toggleFiltersSetClass()
+    this.#toggle()
     this.#refreshSaveToggleButton()
   }
 
   async fieldTargetConnected(field) {
-    this.debouncedChange()
+    this.debouncedToggle()
   }
 
-  #toggleFiltersSetClass(shouldAdd) {
+  #toggle() {
     this.element.classList.toggle(this.filtersSetClass, this.#hasFiltersSet)
   }
 
@@ -47,7 +47,7 @@ export default class extends Controller {
   }
 
   #refreshSaveToggleButton() {
-    post(this.refreshSaveToggleUrlValue, {
+    post(this.refreshUrlValue, {
       body: this.#collectFilterFormData(),
       responseKind: "turbo-stream"
     })
diff --git a/app/models/filter/params.rb b/app/models/filter/params.rb
index 7685c87fc..81ba67c99 100644
--- a/app/models/filter/params.rb
+++ b/app/models/filter/params.rb
@@ -28,7 +28,13 @@ module Filter::Params
     end
 
     def normalize_params(params)
-      params.to_h.compact_blank.reject(&method(:default_value?)).sort_by { |name, _| name.to_s }
+      params
+        .to_h
+        .compact_blank
+        .reject(&method(:default_value?))
+        .collect { |name, value| [ name, value.is_a?(Array) ? value.collect(&:to_s) : value.to_s ] }
+        .sort_by { |name, _| name.to_s }
+        .to_h
     end
   end
 
diff --git a/app/views/filters/_filter_toggle.html.erb b/app/views/filters/_filter_toggle.html.erb
index 011bd0fab..76f599384 100644
--- a/app/views/filters/_filter_toggle.html.erb
+++ b/app/views/filters/_filter_toggle.html.erb
@@ -1,14 +1,13 @@
-<div id="filter-toggle">
+<div id="filter-settings-save-toggle">
   <% if filter.persisted? %>
     <%= button_to filter_path(filter), method: :delete, class: "btn txt-x-small btn--reversed", form_class: "inline" do %>
       <%= icon_tag "bookmark-outline" %>
       <span class="for-screen-reader">Remove saved filter</span>
     <% end %>
   <% else %>
-    <% filter_params = filter.as_params.transform_values { |v| v.respond_to?(:to_str) ? v.to_str : v } %>
-    <%= button_to filters_path, method: :post, params: filter_params, class: "btn txt-x-small", form_class: "inline" do %>
+    <%= button_to filters_path(filter.as_params), method: :post, class: "btn txt-x-small", form_class: "inline" do %>
       <%= icon_tag "bookmark-outline" %>
       <span class="for-screen-reader">Save filter</span>
     <% end %>
   <% end %>
-</div>
\ No newline at end of file
+</div>
diff --git a/app/views/filters/_settings.html.erb b/app/views/filters/_settings.html.erb
index 2b2e3e09e..3e8c1aad1 100644
--- a/app/views/filters/_settings.html.erb
+++ b/app/views/filters/_settings.html.erb
@@ -1,13 +1,26 @@
 <% cache user_filtering do %>
+
   <%= tag.aside id: "filter-settings",
         class: class_names("filters flex align-center gap-half justify-center center margin-block-end", { "filters--expanded": user_filtering.expanded? }),
-        data: { controller: "toggle-class filter-settings", toggle_class_toggle_class: "filters--expanded", filter_settings_filters_set_class: "filters--has-filters-set", filter_settings_refresh_save_toggle_url_value: save_toggle_refresh_path } do %>
-    <div class="flex-inline center align-center gap-half" data-controller="toggle-enable">
-      <%= render "filters/settings/terms", user_filtering: user_filtering %>
-      <%= render "filters/settings/controls", user_filtering: user_filtering %>
+        data: {
+          controller: "toggle-class filter-settings",
+          toggle_class_toggle_class: "filters--expanded",
+          filter_settings_filters_set_class: "filters--has-filters-set",
+          filter_settings_refresh_url_value: settings_refresh_path } do %>
+    <%= form_with url: cards_path, method: :get, class: "", data: { controller: "form", turbo_frame: "card_columns", filter_settings_target: "form", turbo_action: "advance" } do |form| %>
+      <%= hidden_field_tag :expand_all, true, disabled: !user_filtering.expanded?, data: { toggle_enable_target: "element" } %>
+      <% user_filtering.filter.collections.each do |collection| %>
+        <%= filter_hidden_field_tag "collection_ids[]", collection.id %>
+      <% end %>
 
-      <%= render "filters/settings/toggle", user_filtering: user_filtering %>
-      <%= render "filters/settings/manage", user_filtering: user_filtering %>
-    </div>
+      <div class="flex-inline center align-center gap-half" data-controller="toggle-enable">
+        <%= render "filters/settings/terms", filter: user_filtering.filter, form: form %>
+        <%= render "filters/settings/controls", user_filtering: user_filtering, form: form %>
+
+        <%= render "filters/settings/toggle", user_filtering: user_filtering %>
+      </div>
+    <% end %>
+    <%= render "filters/settings/manage", user_filtering: user_filtering %>
   <% end %>
+
 <% end %>
diff --git a/app/views/filters/create.turbo_stream.erb b/app/views/filters/create.turbo_stream.erb
index 30013fc92..a17a53c52 100644
--- a/app/views/filters/create.turbo_stream.erb
+++ b/app/views/filters/create.turbo_stream.erb
@@ -1,2 +1,2 @@
-<%= turbo_stream.replace("filter-toggle", partial: "filters/filter_toggle", locals: { filter: @filter }) %>
+<%= turbo_stream.replace("filter-settings-save-toggle", partial: "filters/filter_toggle", locals: { filter: @filter }) %>
 <%= turbo_stream.replace("my-filters", partial: "filters/menu/custom", locals: { filters: @filters }) %>
diff --git a/app/views/filters/settings/_controls.html.erb b/app/views/filters/settings/_controls.html.erb
index 7470f4fa4..60f3338e3 100644
--- a/app/views/filters/settings/_controls.html.erb
+++ b/app/views/filters/settings/_controls.html.erb
@@ -1,15 +1,7 @@
-<%= form_with url: cards_path, method: :get, class: "flex-inline center align-center gap-half",
-      data: { controller: "form", turbo_frame: "card_columns", turbo_action: "advance", filter_settings_target: "form" } do |form| %>
-  <%= hidden_field_tag :expand_all, true, disabled: !user_filtering.expanded?, data: { toggle_enable_target: "element" } %>
-  <% user_filtering.filter.collections.each do |collection| %>
-    <%= filter_hidden_field_tag "collection_ids[]", collection.id %>
-  <% end %>
-
-  <%= render "filters/settings/sorted_by", user_filtering: user_filtering %>
-  <%= render "filters/settings/indexed_by", user_filtering: user_filtering %>
-  <%= render "filters/settings/tags", user_filtering: user_filtering %>
-  <%= render "filters/settings/assignees", user_filtering: user_filtering %>
-  <%= render "filters/settings/creators", user_filtering: user_filtering %>
-  <%= render "filters/settings/closers", user_filtering: user_filtering %>
-<% end %>
+<%= render "filters/settings/sorted_by", user_filtering: user_filtering %>
+<%= render "filters/settings/indexed_by", user_filtering: user_filtering %>
+<%= render "filters/settings/tags", user_filtering: user_filtering %>
+<%= render "filters/settings/assignees", user_filtering: user_filtering %>
+<%= render "filters/settings/creators", user_filtering: user_filtering %>
+<%= render "filters/settings/closers", user_filtering: user_filtering %>
 
diff --git a/app/views/filters/settings/_manage.html.erb b/app/views/filters/settings/_manage.html.erb
index 1fc7bfa17..bc361b7fd 100644
--- a/app/views/filters/settings/_manage.html.erb
+++ b/app/views/filters/settings/_manage.html.erb
@@ -1,6 +1,6 @@
 <% filter = user_filtering.filter %>
 
-<div class="filters__manage center align-center gap-half">
+<div class="filters__manage flex">
   <%= render "filters/filter_toggle", filter: filter %>
 
   <%= link_to cards_path(filter.as_params.except(:assignee_ids, :assignment_status, :card_ids, :creator_ids, :closer_ids, :stage_ids, :tag_ids, :terms, :indexed_by, :sorted_by, :creation, :closure)), class: "btn btn--remove txt-x-small" do %>
diff --git a/app/views/filters/settings/_terms.html.erb b/app/views/filters/settings/_terms.html.erb
index 12b522d20..2dca44044 100644
--- a/app/views/filters/settings/_terms.html.erb
+++ b/app/views/filters/settings/_terms.html.erb
@@ -1,24 +1,12 @@
-<% filter = user_filtering.filter %>
-
-<%= form_with url: cards_path, method: :get, class: "", data: { controller: "form", turbo_frame: "card_columns", action: "input->form#debouncedSubmit", filter_settings_target: "form" } do |form| %>
-  <% filter.as_params.except(:terms).each do |key, value| %>
-    <%= filter_hidden_field_tag key, value %>
-  <% end %>
-
-  <% filter.terms.each do |existing_term| %>
-      <%= hidden_field_tag "terms[]", existing_term %>
-  <% end %>
-
-  <% if user_filtering.expanded? %>
-    <%= hidden_field_tag :expand_all, user_filtering.expanded? %>
-  <% end %>
-
-  <%= form.text_field "terms[]", placeholder: "Filter these cards…", class: "input txt-x-small filter__terms",
-        autofocus: false, autocomplete: :off, autocorrect: "off", data: {
-          "1p-ignore": "true",
-          action: "input->form#debouncedSubmit keydown.enter->form#submitToTopTarget" } %>
+<% filter.terms.each do |existing_term| %>
+  <%= hidden_field_tag "terms[]", existing_term %>
 <% end %>
 
+<%= form.text_field "terms[]", placeholder: "Filter these cards…", class: "input txt-x-small filter__terms",
+      autofocus: false, autocomplete: :off, autocorrect: "off", data: {
+            "1p-ignore": "true",
+            action: "input->form#debouncedSubmit keydown.enter->form#submitToTopTarget" } %>
+
 <% if filter.terms.present? %>
   <% filter.terms.each do |term| %>
     <%= filter_chip_tag %Q("#{term}"), filter.as_params_without(:terms, term) %>
diff --git a/app/views/filters/settings_refreshes/create.turbo_stream.erb b/app/views/filters/settings_refreshes/create.turbo_stream.erb
new file mode 100644
index 000000000..c0fc91e7c
--- /dev/null
+++ b/app/views/filters/settings_refreshes/create.turbo_stream.erb
@@ -0,0 +1 @@
+<%= turbo_stream.replace("filter-settings-save-toggle", partial: "filters/filter_toggle", locals: { filter: @filter }) %>
diff --git a/config/routes.rb b/config/routes.rb
index 0823de4ee..e543ecc8d 100644
--- a/config/routes.rb
+++ b/config/routes.rb
@@ -84,7 +84,7 @@ Rails.application.routes.draw do
   resources :filters do
     scope module: :filters do
       collection do
-        resource :save_toggle_refresh, only: :create
+        resource :settings_refresh, only: :create
       end
     end
   end