He clenched his jaw as the saw screamed through wood. It was impossible to concentrate with the incessant noise. David, usually a picture of calm, found himself snapping at his kids for trivial things. "Don't slam the door!" he'd bark, even though he knew he was the one being too loud in his own head.

He glanced at the half-finished model airplane on the coffee table. He should finish it. He'd promised his son. But it felt overwhelming, a symbol of all the projects he hadn't completed. He felt a familiar hollowness in his chest, a sensation that told him he wasn't measuring up.

Later, he stood in the garden, meticulously weeding. The sun beat down, but instead of the usual satisfaction, he felt a simmering dissatisfaction. The weeds seemed to multiply faster than he could pull them. Each one was a testament to his perceived shortcomings.

Emotion: self-critical

Cluster: Shame / Guilt
PC1 (Valence): -1.66 Negative
PC2 (Disposition): 1.28

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-critical vector is projected through the unembedding matrix.

Promoted:
L0.748
S0.662
ness0.425
ly0.374
0.351
Suppressed:
la-0.492
soon-0.304
(!)-0.301
secured-0.284
cautiously-0.280