The small, insignificant act felt enormous now. Lisa sat at the kitchen table, staring at a blank sheet of paper. She had been trying to write a note to her daughter, Emily, but the words wouldn't come. She just couldn't.

She knew she had violated Emily’s privacy, a line she had sworn never to cross. Her mouth felt dry, and she kept licking her lips. She felt like she was trapped in a cage. Her pulse quickened. The silence in the house was deafening.

She crumpled the paper into a ball. Her hands shook as she threw it in the trash. The crumpled paper was like her heart.

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