David ran his hand through his hair, tugging slightly. He’d told Sarah, his best friend, that he was hosting a simple barbecue. But Sarah was throwing a gala, complete with a professional DJ and a silent auction for charity. He sighed, the sound lost in the humid air of his backyard.

“Just relax, mate,” his brother, Mark, said, slapping him on the back. David flinched. Mark had a way of being effortlessly charming. Everything came easy to him.

David fiddled with the burger patties, flipping them with excessive force. He caught himself checking his reflection in the sliding glass door. He looked… pale. And the lawn needed mowing. He knew people would expect more.

The smell of smoke from the grill, acrid and overwhelming, filled the air. He burned the first batch of burgers. He wanted to yell.

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