The magazine cover stared up at Clara from the newsstand. "The Secret Behind Chef Isabella's Incredible Croissants!" Clara's heart sank. She recognized the delicate layers, the perfect golden crust. She could practically taste her own “Morning Magic” recipe, the one she'd shared with her sister, who had become a famous chef.

Clara felt a wave of nausea. She imagined herself, small and insignificant. She thought about her own quiet life, her small apartment. She thought about never being good enough. She hated feeling this way.

She grabbed the magazine and ripped it in half. She felt a fleeting sense of satisfaction. Then, she threw the pieces in the trash, and walked off down the street.

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