The email sat in Eleanor’s inbox, a stark white rectangle against the gentle gradient of her desktop wallpaper. It was from a literary agent. The subject line: “Regarding Your Manuscript.” Eleanor felt a prickle of discomfort in her chest, the familiar tightening that usually preceded a rejection. She’d spent years honing her craft, agonizing over every sentence.

She scrolled through the agent’s message, expecting the usual polite dismissal. But the words that followed stole her breath. “Remarkably similar,” the agent wrote, “to passages found in the recently published novel by Elias Thorne.” The agent suggested plagiarism, and a link to Thorne’s book followed.

Her hands shook as she clicked the link. The opening paragraph, a description of a windswept coastline, looked familiar. Too familiar. It was her coastline, her prose. A knot twisted in her stomach, and she wanted to hide.

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