He stared at the offending golden retriever, Buster, as the dog effortlessly slipped under the fence. He felt a familiar heat rising in his neck, a flush of anger directed squarely at himself. He hadn’t thought ahead. He had procrastinated. Now, here was the consequence. The consequences of everything he failed to take care of.

He’d always been this way, putting things off until the last minute, and now, it seemed, the world was reminding him of it. The dog’s innocent joy felt like a direct indictment of his poor judgement.

He felt the prickle of tears in his eyes.

He imagined the criticism he was sure to receive. He deserved it, he thought.

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