He walked the familiar path through the park, head bowed. The words from *Silas Blackwood: A Life Uncovered* echoed in his ears, even though he'd only skimmed the first chapter. He saw the faces of the people he had wronged everywhere. The sun felt cold on his skin. He stopped at the old oak tree, where he used to sit with his daughter when she was small. He pictured her smiling face. He hadn't been a good father. He kicked a small stone, sending it skittering across the pavement. The wind picked up, rustling the leaves, and the sound felt like a whispered accusation.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301