The aroma of freshly baked bread filled Martha’s apartment. She loved the smell of yeast, but today, it did nothing to soothe her. She stood, arms crossed, staring at the television. A baking competition. One of the contestants was presenting a winning loaf. "The Parisian Perfection." Martha recognized the swirl, the crust, the precise cuts. It was her brioche, her prized creation, the one she’d painstakingly developed over years.

Her jaw tightened. Her pulse quickened. She went to the window, unable to bear the sight of the television. She thought of the farmers market, her tiny stall tucked away in a corner. She thought of her sales, never quite meeting her expectations. Her shoulders slumped.

She turned from the window and headed toward her bedroom, each step dragging her further down. She hated not being able to compare herself to others.

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