The constant noise of the renovation had become a physical weight. Every strike of the hammer, every buzz of the saw, reverberated through his bones. He knew he should apologize. He knew he owed it to Mr. and Mrs. Davies, but the words wouldn't come.

He’d taken a new route to work, avoiding the Davies’ house. He even started parking his car further away, so he wouldn't have to walk past the construction. The air felt thin, like he was constantly holding his breath.

He knew they were putting in a new sunroom. A bright, airy space, perfect for afternoon tea. He’d helped them plan it, before. Now, he couldn’t bring himself to even look at it. He felt like he had failed them.

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