The Sunday roast sat untouched on her plate. It was her brother, Thomas, who had dropped the bombshell at the dinner table. He was renouncing Catholicism. Dad was furious, Mom was tearful, and she just felt… heavy. She hadn't said a word, just stared at her mashed potatoes, wishing she could disappear into them.

The next morning, she woke early. An unfamiliar knot tightened her stomach. She crept downstairs and found her father in the kitchen, silently scrubbing the countertop with a vengeance. She cleared her throat, but the words wouldn't come. She poured herself a glass of orange juice and retreated back to her room, the silence between them a tangible thing.

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