He knelt beside the grave, the list crumpled in his hand. His father’s last wishes seemed to burn in his mind. "Forgive my mistakes." The words were like a physical blow. He stared at the headstone, the name etched in stone. He had carried his own grievances, his own judgements, for years.

The sun beat down on his face, a searing heat that mirrored the fire in his chest. He looked at the list again, feeling the weight of his own imperfections. He had held onto his resentment for so long. He had failed his father. He closed his eyes, the words echoing in his mind, and the sting of regret was almost unbearable.

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