The sound of clanging metal echoed in his ears. He'd offered a portion of his yard to Mr. Chen, so he could store some of his tools and equipment. He’d thought it would be a simple, neighborly gesture. Now, he watched the man struggle with a rusty truck, its various parts strewn across the once-pristine green.

His hands clenched into fists, the veins on his forearms popping. He had been so quick to say yes, not considering the ramifications. The equipment now seemed to swallow up the space, a testament to his poor judgment.

He felt a deep sense of irritation bubbling inside him, an acrid taste in his mouth. He should have protected his property, protected his peace. He should have said no.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301