The antique clock in Arthur’s study ticked with a relentless rhythm, each second a hammer blow against the silence. He unfolded the letter, its aged paper brittle like dried leaves. His old colleague, Charles, was confessing to a past act that had cost Arthur his job. His palms grew slick. He'd carried the blame for so long.

He sat for hours, staring out the window, the autumn leaves swirling in the wind, a metaphor for the turmoil in his heart. The letter served to open a wound he had thought was long closed. He found himself picking at the threads of his memory, replaying the events again and again. He felt as though a weight had settled on his chest, making it difficult to breathe. He wanted to scream.

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