"Oh, it's nothing, just a little something," Sarah's voice was bright, too bright, when he confronted her. Mark knew the lie instinctively. He had found the spiral notebook tucked under her pillow, filled with descriptions that stung.

He saw himself as a man who cared for his family, but in the book, he was a cold, distant figure. He felt the familiar weight settle in his gut, the feeling that he was perpetually disappointing.

He watched Sarah's face as she tried to explain, her words bouncing off him like bullets. The carefully chosen words of her novel’s depiction had cut deeper than any argument they’d ever had. He felt small, insignificant. He turned and walked away, needing air.

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