The sun beat down on him, the heat a physical manifestation of his distress. He hadn't bothered to visit in years. He'd been too busy building his own life, his own success. The house was a distant memory.

He watched the house become reduced to rubble. It was his fault. He should have insisted on fixing the roof. He should have called his sister more often. He'd chosen a different path.

He felt the tears welling in his eyes. He turned away and walked, feeling the burden of every decision he had made. The emptiness within felt immeasurable.

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