The constant presence of his mother was a physical weight on his chest. He felt like a child again, not because she treated him that way, but because her mere presence evoked the old familiar shame. Each time they ate dinner together, he would sit in silence, refusing to make eye contact.

He started waking up earlier, before anyone else, taking long walks, hoping to find some sense of autonomy, some sense of self. He would walk through the empty streets, feeling the cold air, trying to breathe, but his chest always felt tight.

He knew that he needed to get over this feeling, but it felt impossible. When he got back home, his parents would be awake, waiting for him.

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