ComfyUI Node
Feature Dashboard
Browse a pre-built feature atlas to explore what your SAE has learned. View feature distributions, search by keyword, explore co-occurrence clusters, and rank features by selectivity. Outputs feature indices ready to paste into Feature Gate or Feature Probe.
Feature Dashboard
- VISUALIZATION
- FEATURES
◄atlas_path/tmp/ComfyUI/custom_nodes/ComfyUI-ConceptSteer/sae/feature_atlas.json►
◄modeoverview►
◄search_keyword►
CategoryConcept Steer/Research
Inputs (3)
| Name | Type | Default | Description |
|---|---|---|---|
| atlas_path | STRING | /tmp/ComfyUI/custom_nodes/ComfyUI-ConceptSteer/sae/feature_atlas.json | Path to feature atlas JSON (from Feature Atlas node). Also accepts feature dictionary JSON from Feature Dictionary. |
| mode | COMBO | overview | 'overview' = category distribution + health summary. 'search' = find features by keyword in labels. 'clusters' = co-occurrence cluster visualization. 'top_selective' = features that fire 5-30% (most interesting). 'top_activation' = highest mean activation. 'top_rare' = rarest features. 'top_norm' = strongest decoder columns. |
| search_keyword | STRING | Keyword to search for in feature labels. Only used in 'search' mode. Try: 'lighting', 'color', 'texture', 'dark', etc. |
Outputs (2)
| Name | Type | Description |
|---|---|---|
| VISUALIZATION | IMAGE | — |
| FEATURES | STRING | — |