The email sat in Amelia’s inbox, a stark white rectangle against the cluttered background. “DNA Results Available.” A thrill of anticipation had coursed through her earlier, but now a chill settled in her bones. She clicked the link, her fingers clumsy on the mouse. The screen loaded, and the words blurred. Seventy-two percent British, the report stated. The rest, a smattering of other European ethnicities. It was the "Unknown" that snagged in her throat. Below, a small section detailed "potential family connections." Empty. She felt a familiar pressure in her chest, a knot forming as she scrolled through the data. It confirmed nothing. She looked around her apartment, a space she'd spent years decorating with meticulous care, each object carefully curated to reflect her ‘authentic’ self. Now, it felt like a museum of someone else’s life.

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