The clatter of dishes in the sink echoed the hollowness in Amelia's chest. Her sister, Chloe, had declared her intention to become a Buddhist. Amelia, eyes glued to the counter, replayed the conversation. “It just feels… right,” Chloe had said, a beatific smile lighting up her face. Amelia, in response, had merely mumbled something about needing to wash her hands.

A knot tightened in her stomach. Why hadn't *she* seen this “rightness”? Why was she always the one stuck with the mundane? The dishes needed doing, the bills needed paying, the dog needed walking. Chloe, free from those burdens, could find inner peace. Amelia, however, felt a persistent pressure, like a weight on her shoulders, the ever-present feeling of inadequacy.

She scrubbed at a stubborn stain on a plate, her knuckles white. Chloe had always been the more adventurous one, the one with the vibrant spirit. Amelia, she knew, was just… well, predictable. A dull ache settled behind her eyes.

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