He ran a hand through his thinning hair, the gesture a nervous tic that had become a constant companion. The new house was a monument to his perceived shortcomings – a constant reminder of the life he should have had. The sheer size of the place was overwhelming, as was the weight of his inadequacies. The kitchen was too grand, the garden too vast. Every room echoed with a silent condemnation.

He decided to explore the basement, hoping to find some space away from the judging eyes of the house. The air was cold and damp, clinging to his skin like an accusation.

While poking around, he noticed a section of the wall that felt different. He pushed against the paneling, and it swung inward, revealing a small, hidden room. Inside, a collection of old photographs lay scattered on a dusty table. The images depicted a happy family, laughing and enjoying life. He felt a sharp pang of envy, a fresh wave of resentment at what he didn't have. He closed the door, the small space a constant reminder of how he was meant to be, and how he wasn't.

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