The invitation felt heavy in Maya’s hand, a small square of cream-colored cardstock. Liam’s party. Saturday. She hadn’t even gotten around to sending out her own invites. A knot tightened in her stomach. He was having a cocktail-mixing class, a live jazz band, and a gourmet taco bar. Maya, on the other hand, was planning a potluck in her tiny apartment.

“This is fine,” she muttered, forcing a smile. She really didn’t care. She was just worried about how her chili would taste, that’s all. It was never the food, it was the presentation.

She spent the next few days scrubbing her already spotless apartment. Every speck of dust, every stray hair, became a personal failing. Why couldn't she be more relaxed like Liam? More... put together? Her reflection in the oven door seemed to sneer back at her.

The day of, she hid in the kitchen, fussing over the guacamole. It was lumpy. Too much lime. She should’ve gone with a pre-made dip. Her guests would notice, of course they would. They always did.

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