A wave of nausea churned in Marie's stomach as she reread the review. It had called her signature duck confit "dry, overcooked, and a testament to culinary complacency." She pictured the critic, pen poised, judging her passion, her years of relentless work.

She usually hummed while she worked, a melody of confidence. Today, the kitchen was silent, save for the rhythmic thud of her chopping knife, which now seemed to be punishing the vegetables.

She spent the afternoon staring at the unfinished painting on her kitchen wall, the vibrant colors of the unfinished landscape mocking her. It had been years since she last dared to pick up a brush. She had to remind herself, time and again, that she had once been capable of creating something beautiful.

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