The doorbell rang, sharp and insistent. He froze. He knew who it was. The music had stopped, the apartment was silent. His heart hammered in his chest. He took a deep breath.

He opened the door to see Mrs. Gable, a woman whose face was usually creased in a smile. Today, however, her expression was tight. He felt his cheeks flush. He’d always felt like a nuisance.

"The volume," Mrs. Gable began, her voice strained. He interrupted, apologizing profusely, feeling each word a further self-inflicted blow. He stammered over his words. He was always putting people out. He wanted to disappear.

After she had left, he looked around at his messy apartment. It felt like his own personal indictment.

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