self-critical - Story 127522 | Emotion Vectors in Gemma4-31B

Michael slammed his laptop shut, the metallic clang echoing in his small apartment. A friend had sent him an article, “Literary Titan Accused of Theft.” The article detailed how a beloved author, revered for his unique voice, was accused of lifting entire sections from an obscure online writing forum.

His blood ran cold. He had posted some of his best work on that forum years ago. A strange buzzing filled his ears. His apartment suddenly felt cramped, too small to contain his shame.

He hadn't written anything of merit since then. He had always known he wasn't good enough, and this felt like confirmation. He should have known that nobody was interested in his stories.

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