diff --git a/x-pack/plugins/observability_solution/investigate_app/public/items/embeddable_item/register_embeddable_item.tsx b/x-pack/plugins/observability_solution/investigate_app/public/items/embeddable_item/register_embeddable_item.tsx
index 3be16c83c801..8ebf3829b073 100644
--- a/x-pack/plugins/observability_solution/investigate_app/public/items/embeddable_item/register_embeddable_item.tsx
+++ b/x-pack/plugins/observability_solution/investigate_app/public/items/embeddable_item/register_embeddable_item.tsx
@@ -89,6 +89,11 @@ function LegacyEmbeddable({ type, config, timeRange: { from, to }, savedObjectId
         from,
         to,
       },
+      overrides: {
+        axisX: { hide: true },
+        axisLeft: { style: { axisTitle: { visible: false } } },
+        settings: { showLegend: false },
+      },
     };
 
     if (savedObjectId) {
@@ -188,7 +193,7 @@ export function registerEmbeddableItem({
           grow={true}
           className={css`
             > div {
-              height: 196px;
+              height: 128px;
             }
           `}
         >
diff --git a/x-pack/plugins/observability_solution/investigate_app/public/items/esql_item/register_esql_item.tsx b/x-pack/plugins/observability_solution/investigate_app/public/items/esql_item/register_esql_item.tsx
index 7e64db5557fc..54d3698a5148 100644
--- a/x-pack/plugins/observability_solution/investigate_app/public/items/esql_item/register_esql_item.tsx
+++ b/x-pack/plugins/observability_solution/investigate_app/public/items/esql_item/register_esql_item.tsx
@@ -132,7 +132,11 @@ export function EsqlWidget({ suggestion, dataView, esqlQuery, dateHistogramResul
         <lens.EmbeddableComponent
           {...previewInput.value}
           style={{ height: 128 }}
-          overrides={{ axisX: { hide: true } }}
+          overrides={{
+            axisX: { hide: true },
+            axisLeft: { style: { axisTitle: { visible: false } } },
+            settings: { showLegend: false },
+          }}
         />
       );
     } else {
@@ -147,7 +151,11 @@ export function EsqlWidget({ suggestion, dataView, esqlQuery, dateHistogramResul
       <lens.EmbeddableComponent
         {...input}
         style={{ height: 128 }}
-        overrides={{ axisX: { hide: true } }}
+        overrides={{
+          axisX: { hide: true },
+          axisLeft: { style: { axisTitle: { visible: false } } },
+          settings: { showLegend: false },
+        }}
       />
     </EuiFlexItem>
   );
diff --git a/x-pack/plugins/observability_solution/investigate_app/public/items/lens_item/register_lens_item.tsx b/x-pack/plugins/observability_solution/investigate_app/public/items/lens_item/register_lens_item.tsx
index 3f2b1d9f9c1b..2896719a49e2 100644
--- a/x-pack/plugins/observability_solution/investigate_app/public/items/lens_item/register_lens_item.tsx
+++ b/x-pack/plugins/observability_solution/investigate_app/public/items/lens_item/register_lens_item.tsx
@@ -178,17 +178,6 @@ export function LensWidget({
 
     const attributesLens = new LensAttributesBuilder({
       visualization: new XYChart({
-        visualOptions: {
-          axisTitlesVisibilitySettings: {
-            x: false,
-            yLeft: false,
-            yRight: false,
-          },
-          legend: {
-            isVisible: false,
-            position: 'right',
-          },
-        },
         layers,
         formulaAPI: formulaAsync.value.formula,
         dataView,
@@ -227,7 +216,11 @@ export function LensWidget({
         query={(searchConfiguration?.query as Query) || defaultQuery}
         disableTriggers={true}
         filters={filters}
-        overrides={{ axisX: { hide: true } }}
+        overrides={{
+          axisX: { hide: true },
+          axisLeft: { style: { axisTitle: { visible: false } } },
+          settings: { showLegend: false },
+        }}
       />
     </div>
   );
diff --git a/x-pack/plugins/observability_solution/investigate_app/public/utils/get_lens_attrs_for_suggestion.ts b/x-pack/plugins/observability_solution/investigate_app/public/utils/get_lens_attrs_for_suggestion.ts
index 79693ff2941a..0483d771954c 100644
--- a/x-pack/plugins/observability_solution/investigate_app/public/utils/get_lens_attrs_for_suggestion.ts
+++ b/x-pack/plugins/observability_solution/investigate_app/public/utils/get_lens_attrs_for_suggestion.ts
@@ -32,19 +32,6 @@ export function getLensAttrsForSuggestion({
     dataView,
   }) as TypedLensByValueInput['attributes'];
 
-  attrs.state.visualization = {
-    ...(attrs.state.visualization as any),
-    axisTitlesVisibilitySettings: {
-      x: false,
-      yLeft: false,
-      yRight: false,
-    },
-    legend: {
-      isVisible: false,
-      position: 'right',
-    },
-  };
-
   const lensEmbeddableInput: TypedLensByValueInput = {
     attributes: attrs,
     id: v4(),