From 8d1c4f48fec329f9abed1922a0ccc5248f5709ef Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Moritz=20M=C3=A4hr?=
 <14755525+maehr@users.noreply.github.com>
Date: Tue, 6 Oct 2026 13:55:24 +0200
Subject: [PATCH 1/7] chore(deps): refresh the lockfile for marimo 0.25

Raise the dev floor of marimo to 0.25.1 and pin ty 0.0.84.
Upgrade every locked package. The runtime bounds stay as they are.
marimo 0.25 pins Pyodide 314, which ships Python 3.14 and pandas 3.0.2.

Supersedes #47.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 pyproject.toml |    4 +-
 uv.lock        | 1076 ++++++++++++++++++++++++++----------------------
 2 files changed, 577 insertions(+), 503 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index e3a994b..faa8d6f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,12 +31,12 @@ Repository = "https://github.com/maehr/simple-topic-modeling"
 
 [dependency-groups]
 dev = [
-    "marimo>=0.24.2",
+    "marimo>=0.25.1",
     "prek>=0.5.3",
     "pytest>=9.1.1",
     "pytest-cov>=7.1.0",
     "ruff>=0.16.8",
-    "ty==0.0.82",
+    "ty==0.0.84",
 ]
 
 [build-system]
diff --git a/uv.lock b/uv.lock
index 636cf3e..0294781 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 5
 requires-python = ">=3.13"
 resolution-markers = [
     "python_full_version >= '3.14' and sys_platform == 'win32'",
@@ -228,86 +228,86 @@ wheels = [
 
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 ]
 
 [[package]]

From c3a869eafe56ab15f2dc9061dafd4066c1b2e2c6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Moritz=20M=C3=A4hr?=
 <14755525+maehr@users.noreply.github.com>
Date: Tue, 6 Oct 2026 14:27:25 +0200
Subject: [PATCH 2/7] docs: record that the marimo rules hold on 0.25.1

A browser test of the export on Pyodide 314 passed. Both demos fit, the topic
selection works, and the lazy package download returns the ZIP.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EsEUVKgZPLky1kHXnU2aBW
---
 AGENTS.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/AGENTS.md b/AGENTS.md
index bca8c09..f938e07 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -109,7 +109,7 @@ These rules apply only to Python that runs in a browser. A server target has no
 
 ## 8. Project notes — Simple Topic Modeling
 
-These rules come from measured behaviour of `marimo` 0.24.2. Do not change them without a new test.
+These rules come from measured behaviour of `marimo` 0.25.1 on Pyodide 314. Do not change them without a new test.
 
 ### Package layout
 

From 25dcec5e42cf59733e524706791ac76cbbcc7712 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Moritz=20M=C3=A4hr?=
 <14755525+maehr@users.noreply.github.com>
Date: Tue, 6 Oct 2026 14:36:56 +0200
Subject: [PATCH 3/7] chore(deps): pin marimo exactly

The marimo version fixes the Pyodide version of the export. A floor let uv lock
--upgrade move it without a browser test.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EsEUVKgZPLky1kHXnU2aBW
---
 AGENTS.md      | 1 +
 pyproject.toml | 2 +-
 uv.lock        | 2 +-
 3 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/AGENTS.md b/AGENTS.md
index f938e07..a7145dd 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -110,6 +110,7 @@ These rules apply only to Python that runs in a browser. A server target has no
 ## 8. Project notes — Simple Topic Modeling
 
 These rules come from measured behaviour of `marimo` 0.25.1 on Pyodide 314. Do not change them without a new test.
+`pyproject.toml` pins `marimo` exactly, because its version fixes the Pyodide version of the export.
 
 ### Package layout
 
diff --git a/pyproject.toml b/pyproject.toml
index faa8d6f..784529b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,7 +31,7 @@ Repository = "https://github.com/maehr/simple-topic-modeling"
 
 [dependency-groups]
 dev = [
-    "marimo>=0.25.1",
+    "marimo==0.25.1",
     "prek>=0.5.3",
     "pytest>=9.1.1",
     "pytest-cov>=7.1.0",
diff --git a/uv.lock b/uv.lock
index 0294781..d6eb051 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1643,7 +1643,7 @@ requires-dist = [
 
 [package.metadata.requires-dev]
 dev = [
-    { name = "marimo", specifier = ">=0.25.1" },
+    { name = "marimo", specifier = "==0.25.1" },
     { name = "prek", specifier = ">=0.5.3" },
     { name = "pytest", specifier = ">=9.1.1" },
     { name = "pytest-cov", specifier = ">=7.1.0" },

From 52683bb7f039006d3887c1c9c1393c20723731e6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Moritz=20M=C3=A4hr?=
 <14755525+maehr@users.noreply.github.com>
Date: Tue, 6 Oct 2026 13:57:00 +0200
Subject: [PATCH 4/7] test: run the notebook with a fitted result

A plain app.run() takes only the path without a result, so a missing name in the
result view passed the gate. tests/test_notebook.py checks that some cell returns each
cell parameter. It runs the result view with the fitted newspaper demo and the fitted
book demo. The CI Notebook job runs the file instead of the inline script.

Refs #46.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 .github/workflows/ci.yml | 13 ++----
 AGENTS.md                | 22 +++++-----
 tests/test_notebook.py   | 90 ++++++++++++++++++++++++++++++++++++++++
 3 files changed, 106 insertions(+), 19 deletions(-)
 create mode 100644 tests/test_notebook.py

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 81a7669..ceeeb95 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -59,16 +59,11 @@ jobs:
       - name: Check the browser compatibility
         run: uv run marimo check app.py --select MW
 
-      # `marimo check` does not find a name that two cells both define.
-      # `app.run()` does, because it builds the cell graph.
+      # `marimo check` does not find a name that two cells both define, and a plain
+      # `app.run()` takes only the path without a result. The test checks every cell parameter
+      # and runs the result view with a fitted demo result.
       - name: Run the notebook cells
-        run: |
-          uv run python -c "
-          import importlib.util, sys
-          spec = importlib.util.spec_from_file_location('notebook_app', 'app.py')
-          module = importlib.util.module_from_spec(spec); sys.modules['notebook_app'] = module
-          spec.loader.exec_module(module); module.app.run(); print('cells ok')
-          "
+        run: uv run pytest tests/test_notebook.py --no-cov
 
   dependency-review:
     name: Dependency review
diff --git a/AGENTS.md b/AGENTS.md
index a7145dd..48a08cd 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -162,18 +162,20 @@ the page. The first cell therefore installs the wheel again, under a `sys.platfo
 guard, using `mo.notebook_location()` to build an absolute URL. Keep both paths. The PEP 723 entry
 also stops marimo from building its own wheel.
 
-### Check the notebook with `app.run()`
+### Check the notebook with `tests/test_notebook.py`
 
-`marimo check` does not catch a name that two cells both define. `app.run()` does. Run this after you
-edit `app.py`:
+`marimo check` does not catch a name that two cells both define. A plain `app.run()` runs only the
+path without a result. `tests/test_notebook.py` closes both gaps:
+
+* It checks that some cell returns each cell parameter.
+* It runs `app.run()` without a result.
+* It runs `app.run(defs={"display_result": ...})` with a fitted newspaper demo and a fitted book
+  demo. The result view then runs every tab.
+
+The gate runs this file. The CI `Notebook` job runs it too. Run it after you edit `app.py`:
 
 ```bash
-uv run python -c "
-import importlib.util, sys
-spec = importlib.util.spec_from_file_location('notebook_app', 'app.py')
-module = importlib.util.module_from_spec(spec); sys.modules['notebook_app'] = module
-spec.loader.exec_module(module); module.app.run(); print('cells ok')
-"
+uv run pytest tests/test_notebook.py --no-cov
 ```
 
 Prefix every cell-local variable with `_`. marimo requires a unique name across cells.
@@ -267,7 +269,7 @@ The remote is `github.com/maehr/simple-topic-modeling`. The published app is
 Three workflows run:
 
 * `ci.yml` runs the section 4 gate in the `Gate` job. The `Notebook` job runs `marimo check` and
-  the `app.run()` check. The `dependency-review` job runs on a pull request only.
+  `tests/test_notebook.py`. The `dependency-review` job runs on a pull request only.
 * `pages.yml` builds the wheel, exports the app, and publishes `dist/`. It fails when the wheel
   file name does not match the project version.
 * `codeql.yml` scans the Python code.
diff --git a/tests/test_notebook.py b/tests/test_notebook.py
new file mode 100644
index 0000000..71849f6
--- /dev/null
+++ b/tests/test_notebook.py
@@ -0,0 +1,90 @@
+"""Run the notebook outside the browser.
+
+`marimo check` does not find a name that two cells both define, and a plain `app.run()` takes only
+the path without a result. These tests close both gaps: every cell parameter must come from a
+cell, and the result view must run with a fitted result.
+"""
+
+import ast
+import importlib.util
+import sys
+from pathlib import Path
+from typing import TypeGuard
+
+import pytest
+
+from simple_topic_modeling.config import AppConfig, ModelConfig
+from simple_topic_modeling.io import build_corpus, demo_table, demo_text, split_long_document
+from simple_topic_modeling.modeling import fit_topic_model
+
+APP_PATH = Path(__file__).resolve().parent.parent / "app.py"
+
+
+def _is_cell(node: ast.AST) -> TypeGuard[ast.FunctionDef | ast.AsyncFunctionDef]:
+    if not isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef)):
+        return False
+    for decorator in node.decorator_list:
+        target = decorator.func if isinstance(decorator, ast.Call) else decorator
+        if isinstance(target, ast.Attribute) and target.attr == "cell":
+            return True
+    return False
+
+
+def _returned_names(cell: ast.FunctionDef | ast.AsyncFunctionDef) -> set[str]:
+    names: set[str] = set()
+    for statement in cell.body:
+        if isinstance(statement, ast.Return) and statement.value is not None:
+            values = statement.value
+            items = values.elts if isinstance(values, ast.Tuple) else [values]
+            names.update(item.id for item in items if isinstance(item, ast.Name))
+    return names
+
+
+@pytest.fixture(scope="module")
+def notebook():
+    spec = importlib.util.spec_from_file_location("notebook_app", APP_PATH)
+    assert spec is not None
+    assert spec.loader is not None
+    module = importlib.util.module_from_spec(spec)
+    sys.modules["notebook_app"] = module
+    spec.loader.exec_module(module)
+    return module
+
+
+def test_every_cell_parameter_is_returned_by_a_cell():
+    tree = ast.parse(APP_PATH.read_text(encoding="utf-8"))
+    cells = [node for node in ast.walk(tree) if _is_cell(node)]
+    returned = set().union(*(_returned_names(cell) for cell in cells))
+    missing = {
+        f"{cell.lineno}:{argument.arg}"
+        for cell in cells
+        for argument in cell.args.args
+        if argument.arg not in returned
+    }
+    assert not missing, f"Cell parameters that no cell returns: {sorted(missing)}"
+
+
+def test_the_notebook_runs_without_a_result(notebook):
+    _, definitions = notebook.app.run()
+    assert definitions["display_result"] is None
+
+
+def test_the_result_view_runs_with_the_demo_corpus(notebook):
+    table = demo_table()
+    metadata = table[["category", "date"]].rename(columns={"category": "group"})
+    corpus, _ = build_corpus(
+        table["text"].tolist(), table["document_id"].astype(str).tolist(), metadata
+    )
+    result = fit_topic_model(corpus, AppConfig())
+    _, definitions = notebook.app.run(defs={"display_result": result})
+    assert definitions["map_chart"] is not None
+    assert definitions["selected_index"] == 0
+
+
+def test_the_result_view_runs_with_the_long_text_demo(notebook):
+    segments, identifiers, metadata = split_long_document(demo_text(), "demo.txt")
+    corpus, _ = build_corpus(segments, identifiers, metadata)
+    config = AppConfig(model=ModelConfig(n_topics=4), analyse_as="long_document")
+    result = fit_topic_model(corpus, config)
+    _, definitions = notebook.app.run(defs={"display_result": result})
+    assert definitions["map_chart"] is not None

From e52038bdfa6c4789a4f757244c95c28804384216 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Moritz=20M=C3=A4hr?=
 <14755525+maehr@users.noreply.github.com>
Date: Tue, 6 Oct 2026 14:34:26 +0200
Subject: [PATCH 5/7] docs: point the contributor guides to the notebook test

README.md and CONTRIBUTING.md still showed the plain app.run() script. That script
skips the result view, so the guides now run tests/test_notebook.py.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EsEUVKgZPLky1kHXnU2aBW
---
 CONTRIBUTING.md | 10 +++-------
 README.md       |  8 ++------
 2 files changed, 5 insertions(+), 13 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index eb317dd..8f3d3c6 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -47,15 +47,11 @@ uv run marimo edit app.py
 ```
 
 Check the cell graph after you edit `app.py`. `marimo check` does not find a name that two cells
-both define.
+both define. The test checks every cell parameter. It also runs the result view with a fitted
+demo result.
 
 ```bash
-uv run python -c "
-import importlib.util, sys
-spec = importlib.util.spec_from_file_location('notebook_app', 'app.py')
-module = importlib.util.module_from_spec(spec); sys.modules['notebook_app'] = module
-spec.loader.exec_module(module); module.app.run(); print('cells ok')
-"
+uv run pytest tests/test_notebook.py --no-cov
 ```
 
 The export runs Pyodide in the browser:
diff --git a/README.md b/README.md
index 434ffad..2f04198 100644
--- a/README.md
+++ b/README.md
@@ -270,14 +270,10 @@ uv run pytest --doctest-modules --cov --cov-fail-under=100
 ```
 
 Check the notebook after you edit it. `marimo check` does not find a name that two cells both define.
+The test checks every cell parameter. It also runs the result view with a fitted demo result.
 
 ```bash
-uv run python -c "
-import importlib.util, sys
-spec = importlib.util.spec_from_file_location('notebook_app', 'app.py')
-module = importlib.util.module_from_spec(spec); sys.modules['notebook_app'] = module
-spec.loader.exec_module(module); module.app.run(); print('cells ok')
-"
+uv run pytest tests/test_notebook.py --no-cov
 ```
 
 Build the export and open it in a browser before you call the work done. The notebook and the export

From b6c62ba3f9e5bdd21ac10a195f2b40dfeeac6afb Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Moritz=20M=C3=A4hr?=
 <14755525+maehr@users.noreply.github.com>
Date: Tue, 6 Oct 2026 13:58:12 +0200
Subject: [PATCH 6/7] feat: show the topic number on each bubble

The topic map is now a layer chart. A text layer writes the topic number on each
bubble, so a reader can find a topic without its colour. The data sits on the layer
chart, so the click selection from #35 still works. The chart also gets a description
for assistive technology.

Refs #31, #46.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 SPECS.md                       |  2 +-
 simple_topic_modeling/plots.py | 43 +++++++++++++++++++++++++---------
 tests/test_plots.py            | 14 +++++++++--
 3 files changed, 45 insertions(+), 14 deletions(-)

diff --git a/SPECS.md b/SPECS.md
index b657d13..4cdb3ef 100644
--- a/SPECS.md
+++ b/SPECS.md
@@ -474,7 +474,7 @@ Every chart needs a title, hover tooltip, readable labels, and an empty state.
 
 **Topic card:** name, top five terms, prevalence, click to select.
 
-**Topic map:** bubble position = 2-D centroid, size = prevalence, click = select topic.
+**Topic map:** bubble position = 2-D centroid, size = prevalence, label = topic number, click = select topic.
 
 **Similarity heatmap:** cosine similarity between normalized topic-term vectors.
 
diff --git a/simple_topic_modeling/plots.py b/simple_topic_modeling/plots.py
index 9a03e7a..833ca6a 100644
--- a/simple_topic_modeling/plots.py
+++ b/simple_topic_modeling/plots.py
@@ -237,35 +237,56 @@ def _pick_topic() -> alt.Parameter:
     return alt.selection_point(fields=["topic_id"], on="click", clear=False)
 
 
-def topic_map(result: TopicModelResult, selected: int | None = None) -> alt.Chart:
+def topic_map(result: TopicModelResult, selected: int | None = None) -> alt.LayerChart:
     """Place each topic on the 2-D map. Bubble size is the prevalence.
 
-    A click selects a topic. The selected bubble keeps full opacity and gains an outline.
+    Each bubble shows its topic number, so a reader can find a topic without its colour. A click
+    selects a topic. The selected bubble keeps full opacity and gains an outline. The data sits on
+    the layer chart, so the notebook can still read the click through the chart value.
 
     >>> from simple_topic_modeling.result import _example_result
-    >>> topic_map(_example_result()).to_dict()["mark"]["type"]
-    'circle'
+    >>> spec = topic_map(_example_result()).to_dict()
+    >>> [layer["mark"]["type"] for layer in spec["layer"]]
+    ['circle', 'text']
     """
     frame = topic_map_frame(result).assign(
-        selected=lambda data: (data["topic_id"] == selected).astype(int)
+        number=lambda data: data["topic_id"] + 1,
+        selected=lambda data: (data["topic_id"] == selected).astype(int),
     )
-    return (
-        alt.Chart(frame, title="Topic map")
+    bubbles = (
+        alt.Chart()
         .mark_circle(stroke="#000")
+        .encode(
+            size=alt.Size("prevalence:Q", title="Prevalence", scale=alt.Scale(range=[100, 2000])),
+            color=alt.Color("topic:N", legend=None),
+        )
+        .add_params(_pick_topic())
+    )
+    numbers = (
+        alt.Chart()
+        .mark_text(fontWeight="bold", fontSize=12, color="#000")
+        .encode(text=alt.Text("number:Q"))
+    )
+    return (
+        alt.layer(bubbles, numbers, data=frame, title="Topic map")
         .encode(
             **_emphasis(selected),
             x=alt.X("x:Q", axis=_blank_axis()),
             y=alt.Y("y:Q", axis=_blank_axis()),
-            size=alt.Size("prevalence:Q", title="Prevalence", scale=alt.Scale(range=[100, 2000])),
-            color=alt.Color("topic:N", legend=None),
             tooltip=[
+                alt.Tooltip("number:Q", title="Number"),
                 alt.Tooltip("topic:N", title="Topic"),
                 alt.Tooltip("top_terms:N", title="Top terms"),
                 alt.Tooltip("prevalence:Q", title="Prevalence", format=".1%"),
             ],
         )
-        .add_params(_pick_topic())
-        .properties(height=380)
+        .properties(
+            height=380,
+            description=(
+                "Topic map. Each circle is one topic and shows its number. The circle size shows"
+                " the prevalence. " + AXIS_NOTE
+            ),
+        )
     )
 
 
diff --git a/tests/test_plots.py b/tests/test_plots.py
index 8f0edbe..b535d4e 100644
--- a/tests/test_plots.py
+++ b/tests/test_plots.py
@@ -113,9 +113,19 @@ def _spec(chart):
 
 
 def test_topic_map_marks_size_by_prevalence(result):
+    bubbles = _spec(topic_map(result))["layer"][0]
+    assert bubbles["mark"]["type"] == "circle"
+    assert bubbles["encoding"]["size"]["field"] == "prevalence"
+
+
+def test_topic_map_labels_each_bubble_with_its_number(result):
     spec = _spec(topic_map(result))
-    assert spec["mark"]["type"] == "circle"
-    assert spec["encoding"]["size"]["field"] == "prevalence"
+    numbers = spec["layer"][1]
+    assert numbers["mark"]["type"] == "text"
+    assert numbers["encoding"]["text"]["field"] == "number"
+    rows = spec["datasets"][spec["data"]["name"]]
+    assert [row["number"] for row in rows] == list(range(1, result.n_topics + 1))
+    assert "description" in spec
 
 
 def test_projection_axes_are_de_emphasized(result):

From d44ad26c4f30b943d5ab759a3b15de88d9d32fe6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Moritz=20M=C3=A4hr?=
 <14755525+maehr@users.noreply.github.com>
Date: Tue, 6 Oct 2026 14:57:09 +0200
Subject: [PATCH 7/7] fix: keep the topic numbers at full contrast

The selection dimmed the whole layer chart, so the numbers of the other topics faded
with their bubbles. The emphasis now applies to the bubble layer only.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EsEUVKgZPLky1kHXnU2aBW
---
 simple_topic_modeling/plots.py |  7 ++++---
 tests/test_plots.py            | 15 +++++++++++----
 2 files changed, 15 insertions(+), 7 deletions(-)

diff --git a/simple_topic_modeling/plots.py b/simple_topic_modeling/plots.py
index 833ca6a..c608199 100644
--- a/simple_topic_modeling/plots.py
+++ b/simple_topic_modeling/plots.py
@@ -241,8 +241,9 @@ def topic_map(result: TopicModelResult, selected: int | None = None) -> alt.Laye
     """Place each topic on the 2-D map. Bubble size is the prevalence.
 
     Each bubble shows its topic number, so a reader can find a topic without its colour. A click
-    selects a topic. The selected bubble keeps full opacity and gains an outline. The data sits on
-    the layer chart, so the notebook can still read the click through the chart value.
+    selects a topic. The selected bubble keeps full opacity and gains an outline. The selection
+    dims the bubbles only, so every number keeps its contrast. The data sits on the layer chart,
+    so the notebook can still read the click through the chart value.
 
     >>> from simple_topic_modeling.result import _example_result
     >>> spec = topic_map(_example_result()).to_dict()
@@ -257,6 +258,7 @@ def topic_map(result: TopicModelResult, selected: int | None = None) -> alt.Laye
         alt.Chart()
         .mark_circle(stroke="#000")
         .encode(
+            **_emphasis(selected),
             size=alt.Size("prevalence:Q", title="Prevalence", scale=alt.Scale(range=[100, 2000])),
             color=alt.Color("topic:N", legend=None),
         )
@@ -270,7 +272,6 @@ def topic_map(result: TopicModelResult, selected: int | None = None) -> alt.Laye
     return (
         alt.layer(bubbles, numbers, data=frame, title="Topic map")
         .encode(
-            **_emphasis(selected),
             x=alt.X("x:Q", axis=_blank_axis()),
             y=alt.Y("y:Q", axis=_blank_axis()),
             tooltip=[
diff --git a/tests/test_plots.py b/tests/test_plots.py
index b535d4e..78a5e19 100644
--- a/tests/test_plots.py
+++ b/tests/test_plots.py
@@ -112,6 +112,11 @@ def _spec(chart):
     return chart.to_dict()
 
 
+def _marks(spec):
+    """Return the encoding of the marks that carry the selection: the bubbles on a layer chart."""
+    return spec["layer"][0]["encoding"] if "layer" in spec else spec["encoding"]
+
+
 def test_topic_map_marks_size_by_prevalence(result):
     bubbles = _spec(topic_map(result))["layer"][0]
     assert bubbles["mark"]["type"] == "circle"
@@ -126,6 +131,8 @@ def test_topic_map_labels_each_bubble_with_its_number(result):
     rows = spec["datasets"][spec["data"]["name"]]
     assert [row["number"] for row in rows] == list(range(1, result.n_topics + 1))
     assert "description" in spec
+    assert "fillOpacity" not in numbers["encoding"]
+    assert "fillOpacity" not in _spec(topic_map(result, 1))["layer"][1]["encoding"]
 
 
 def test_projection_axes_are_de_emphasized(result):
@@ -249,8 +256,8 @@ def test_selected_topic_is_marked_in_every_data_view(result):
         spec = _spec(chart)
         rows = spec["datasets"][spec["data"]["name"]]
         assert [row["selected"] for row in rows] == [i == 1 for i in range(result.n_topics)]
-        assert "condition" in spec["encoding"]["fillOpacity"]
-        assert "condition" in spec["encoding"]["strokeWidth"]
+        assert "condition" in _marks(spec)["fillOpacity"]
+        assert "condition" in _marks(spec)["strokeWidth"]
     heat = _spec(similarity_heatmap(result, 0))
     rows = heat["datasets"][heat["data"]["name"]]
     assert [row["selected"] for row in rows] == [
@@ -262,8 +269,8 @@ def test_selected_topic_is_marked_in_every_data_view(result):
 def test_no_selection_dims_nothing(result):
     for chart in (topic_map(result), prevalence_bars(result), similarity_heatmap(result)):
         spec = _spec(chart)
-        assert spec["encoding"]["fillOpacity"]["value"] == 0.85
-        assert spec["encoding"]["strokeWidth"]["value"] == 0
+        assert _marks(spec)["fillOpacity"]["value"] == 0.85
+        assert _marks(spec)["strokeWidth"]["value"] == 0
 
 
 def test_topic_card_html_shows_a_custom_name_verbatim():