“Just business,” Leo had mumbled, quickly ending the call as she entered the room. A chill ran down Clara’s spine. It was a familiar feeling, this tightening in her chest. She traced the lines on her palm, a nervous habit she’d picked up. The air felt thick, heavy, as though a storm was brewing.

She felt a sudden urge to clean. To scrub away the imaginary dirt, the perceived imperfections that plagued her. The dust motes dancing in the sunlight seemed to mock her. The spotless kitchen, the meticulously organized pantry—a testament to her efforts to control something, anything.

She stared at the phone bill, the same number appearing again and again, like a recurring nightmare. The feeling that she wasn't good enough, that she was somehow lacking, swirled within her. The walls seemed to close in, and she felt suffocated by her own doubts.

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