He scanned the haphazard displays with a sigh. Another Saturday morning lost to a fruitless endeavor. He was terrible at finding bargains, at knowing what was valuable, at…well, at everything, really. He felt the familiar weight of disappointment already.

He stopped, his heart giving a small jolt. There, nestled amongst some chipped teacups and a collection of tarnished spoons, was a familiar face. It was Reginald, his childhood bear. The one he'd carelessly tossed aside.

He picked him up, his fingers tracing the worn seams. A pang of regret, a familiar ache, settled in his chest. He’d messed everything up, including this.

"Five dollars," the woman said, her voice brisk. He fumbled in his pocket, his palms slick with sweat. He was such a fool.

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