The sunlight streaming through the window seemed to mock Arthur. He pushed the plate of untouched breakfast away, the toast and eggs a testament to his lost appetite. The energy-efficient housing design, meticulously crafted over months, was now just a collection of digital files gathering dust. He'd searched for patents before starting, of course, but he must've missed the relevant paperwork.

He felt a familiar heat rising in his neck, a flush of shame that spread across his face. He should have known better, he thought, the voice inside his head growing louder. He knew he should have known.

He ran a hand through his hair, the strands catching on his fingers as if trying to restrain him. The knot in his stomach tightened; it felt like a lead weight.

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