diff --git a/lisa/analysis/base.py b/lisa/analysis/base.py
index fe40cedb380d59229ab94610f4905feeea2c5db1..7c05d741a6922d5233d0c3265951c6b25bd02d06 100644
--- a/lisa/analysis/base.py
+++ b/lisa/analysis/base.py
@@ -1024,15 +1024,14 @@ class AnalysisHelpers(Loggable, abc.ABC):
                     :align: center
                     :width: 100%
 
-                    {args_list}
+                    ``{args_list}``
             """)
         elif backend == 'bokeh':
             idt = ' ' * 4
             indent = lambda x: idt + x.replace('\n', '\n' + idt)
 
-            title = args_list
             # Use Sphinx classes to integrate with the theme
-            title = f'<p class="caption"><span class="caption-text">{title}</span>'
+            title = f'<p class="caption"><pre class="caption-text">{args_list}</pre></p>'
 
             js = '\n'.join(bokeh.embed.components(fig))
             # Fixes the exception when using bokeh.io.show() on the same plot.