The scent of roasting coffee beans, a smell he had once reveled in, hung heavy in the air. His son, Max, had transformed their small kitchen into a thriving coffee roasting business, sourcing rare beans and crafting intricate latte art. His own espresso machine, now gathering dust in a corner, served as a constant reminder of his decline.

He stood in the doorway, awkwardly observing. Max’s expertise, his effortless grace, stung. He felt himself shrinking. The intricate coffee designs, the precise measurements, the art of the perfect brew were beyond him.

“Want a taste, Dad?” Max asked, offering him a cup.

He took a sip, the complex flavors highlighting his own inability, and his shoulders slumped.

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