Liam stared at the online magazine. His essay, the one about his late grandmother and her love for gardening, was there, beautifully formatted. But the name above the title wasn’t his. He recognized the author as a struggling freelancer, a single mother he'd met briefly at a writing workshop.

He closed his eyes, his jaw clenched. He pictured her face, the worried lines around her eyes. He thought of the constant hustle, the pressure to provide for her child. He knew how brutal the freelance world could be.

Liam took a deep breath. His hands trembled as he reached for the phone. He called the editor, his voice calm, measured. He explained the situation, outlining the evidence, the undeniable similarities in the writing style. He stressed that he wasn't asking for the article to be taken down, but to have his name added as a co-author.

He listened patiently to the editor's promises to look into it. Afterwards, he felt a strange, hollow feeling, a weight settling in his chest. He felt compelled to reach out to the woman. Maybe, he thought, he could offer her some editing help, a bit of support. He was sure she needed it.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296