self-critical - Story 127690 | Emotion Vectors in Gemma4-31B

The weight of the camera felt foreign in his hands. He watched his daughter, Chloe, capture the perfect light, the perfect moment, the perfect composition. He used to be a passionate photographer, spending hours in the darkroom. But now, he felt unable to keep up with the technology, with the creative freedom that Chloe expressed in her photography.

He looked at his own photographs, the images, and found them bland, uninteresting. He felt his face heat as he realized what he had become, what he'd failed to do. Chloe had a passion that he no longer had. He felt no desire to take photographs, anymore. He no longer felt worthy.

"Look, Dad!" Chloe called out, showing him a stunning image on her screen.

He forced a smile, the joy in her eyes a painful contrast to his own.

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:

`L`	0.748
`S`	0.662
`ness`	0.425
`ly`	0.374
`탓`	0.351

Suppressed:

`la`	-0.492
`soon`	-0.304
`(!)`	-0.301
`secured`	-0.284
`cautiously`	-0.280