He busied himself with the mundane tasks. He helped his mother with the groceries, mowed the lawn without being asked, and washed the dishes after dinner. He felt a constant pressure, a need to demonstrate his worth, to prove he wasn't completely useless.

His mother, though, seemed to avoid him. She was polite, even kind, but there was a distance in her eyes, a shadow that he didn't miss. He watched her from the corner of his eye.

He knew she blamed him, even if she didn’t say it. He felt the familiar ache in his chest, a deep and unyielding heaviness.

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