The takeout containers felt heavy in Amelia's hands. She hadn't cooked dinner once this week, a fact she noted with a tightening in her chest. She unlocked the apartment door, already bracing for the inevitable. The aroma of something unfamiliar drifted from the kitchen.

"Hey, honey, I'm just finishing up," Leo called out, his voice a little too bright. Amelia found herself scrutinizing him, the way his shoulders were a bit hunched. She set down the food with a clatter.

"What are you making?" she asked, her voice sharper than intended. He turned, a flicker of something she couldn't quite decipher crossing his face.

"Paella. I thought we could try something new." He gestured towards the stove, then immediately busied himself stirring a pot. Amelia scanned the countertop; a small, well-worn book lay open, its pages filled with unfamiliar characters. Her breath hitched.

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