The sun beat down on David as he stared at the wallet. He'd found it in the middle of a crowded street. The cash inside was more than he made in a month. *Always chasing the quick fix, aren't you?* His mind, as always, started to punish him. He closed his eyes, his head swimming with conflicting thoughts.

He needed to pay off his debts, to finally catch up on rent. He needed to prove himself, not just to others, but to himself. He’d messed up so many times before. He looked around, feeling the weight of the city, the invisible eyes watching him.

He was a failure. He felt it in his bones. This was the opportunity of a lifetime, a chance to finally fix things. He wanted to take the easy way out. But the weight of the wallet was heavy, an indictment of his character. He opened his eyes. He knew what he had to do. He also knew he'd hate every second of it.

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