“Not a match.” The words burned themselves into Maria’s mind. She looked at her parents’ faces, and she saw them differently now. The warmth that had always surrounded her felt like a lie.

She started cleaning the house, a frantic, desperate attempt to erase the chaos swirling inside her. Dust motes danced in the sunlight, mocking her efforts. She scrubbed the floors until her knees ached.

She avoided eye contact with her family at dinner. Her hands shook as she ate, the food tasting like ash in her mouth. She had a feeling she had somehow caused this.

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