The news report flickered on the television, the image of the author, Arthur Finch, staring back at Leo. Finch was Leo's idol, the reason he’d taken up writing. Now, Finch stood accused of extensive plagiarism. Leo felt a burning sensation in his throat, and he swallowed hard.

His apartment was tidy, but Leo felt like an impostor. The books he’d written had never seen the light of day. He’d thrown them in the trash, convinced they were no good.

He picked up the remote, intending to change the channel, but his hand froze. He had once believed in his own talent, but now, he felt empty, a ghost of a writer, a fraud. He wanted to scream.

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