The discovery was like a punch to the gut. Michael had always believed he wasn't enough. Now, here was confirmation, in the carefully crafted prose of his wife’s novel. He was the villain.

The character based on him was controlling, manipulative, and ultimately, unlovable. He sank into a chair, the words echoing in his mind. He glanced at their wedding photo on the mantelpiece, the smiles now seeming like masks.

His breath hitched. He had spent his life trying to be better, to be worthy. And yet, this. He felt a hollowness he hadn’t known he possessed. He looked at his hands, as if they were foreign objects.

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