The drawings of "Shadow" were unsettling. Dark, amorphous blobs with piercing red eyes. Thomas shuddered each time he saw them. The drawings were a constant reminder of the friend he’d created as a child. He was meant to look after his little brother, but he was always off with Shadow.

He'd promised to be there for his sibling, but he'd been absent. Now, his niece, Lily, was drawing the same character he had imagined. A cold sweat slicked his palms as he stared at the red eyes. He avoided contact with his family for days.

The house seemed to shrink around him, the walls pressing in with silent condemnation.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264