The chipped paint on the fence suddenly felt accusatory, each flake a tiny judgment. Sarah had always thought Mrs. Gable was a sweet, slightly dotty old woman, content with her prize-winning petunias and the occasional church social. Now, Sarah knew the truth. The 'dotty' woman owned a beachfront property in the Bahamas, a fact she'd stumbled upon while checking property records for her own small house. Her stomach twisted, a knot forming deep inside.

She avoided Mrs. Gable at the grocery store, ducking into aisles when she saw her familiar floral-print dress. The shared smiles and pleasantries suddenly felt tainted, like cheap wine. The way Mrs. Gable always offered a helping hand now seemed… patently generous, a thing Sarah could no longer accept at face value.

The small, slightly cramped house Sarah shared with her husband felt even smaller now. The old, mismatched furniture and the slightly faded curtains were a reminder of how she lived, a life she now felt...defective. She found herself picking at the loose threads on the couch, her fingers restless, her thoughts swirling with a sense of inadequacy.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264