The notice, a pristine white beacon of impending doom, made Leo's stomach churn. The building, the apartment, the space itself, had been the only constant in his nomadic life. Now, it was being ripped away. He was a failure.

He wandered through his apartment, taking in every detail. The bare walls, the sparse furniture, the lack of personal touches. It was a reflection of his own inability to put down roots, to commit. He was the problem.

He ran a hand over the chipped countertop, a small imperfection that suddenly loomed large. He should have been more careful. He should have been better.

He collapsed onto the floor, pulling his knees to his chest. He was a disappointment. The building's transformation felt like a personal condemnation.

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