The workshop was silent. The scent of wood shavings and oil, usually a source of peace, now choked her. She ran her hand over the smooth wood of her unfinished project, a gift for Mr. Tanaka. He’d taught her everything she knew. She’d promised to finish it, to show him. Now, she felt like lead. She sat, idle, for hours, unable to touch her tools. The thought of him, his quiet encouragement, his unwavering belief in her, was a heavy burden to bear. The wood, she thought, was not the problem.

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