The aroma of freshly baked bread usually soothed her, but today, it did nothing. Laura stared at the oven, the timer ticking down, each second a painful reminder. The bill sat on the counter. The phone calls. The lies. She couldn't breathe.

She felt like a fraud, an imposter in her own life. The small imperfections in her appearance, the mistakes she’d made at work, the things she should have said, or shouldn’t have. She felt judged, measured, found lacking.

She pulled a chair to the kitchen window, staring at the perfectly manicured lawns of her neighbors. A wave of exhaustion washed over her. She was not worthy. Not good enough. She let her head fall onto her hands, the warmth of the bread forgotten.

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