He paced the length of his living room, a nervous energy thrumming through him. The hammering had started early this morning. Now, the new fence stood tall, a stark divide between his property and the pristine green expanse next door.

“They probably think I’m a joke,” he muttered, his voice barely audible. He ran a hand through his already dishevelled hair. He hadn’t mowed the lawn in weeks. He'd intended to, of course. But other things, more important things, always seemed to take precedence.

He glanced out the window, at the sharp lines of the new fence. It made his overgrown garden look even more chaotic, a tangled mess of weeds and forgotten dreams. He knew he should go out there, tend to his plot. But the feeling of inadequacy was a lead weight.

He sat down heavily on the couch, the silence of his own home suddenly deafening.

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