The email sat in Amelia’s inbox, a stark rectangle of bad news. The publishing house she’d spent years admiring had passed on her manuscript. She felt a thud in her chest, a kind of hollowness. She sat, frozen in place, staring at the screen. The editor, the one who had read her work, must have so many other things to consider, so many other authors, each with their own dreams.

She scrolled through her contacts, settling on her elderly neighbor, Mrs. Gable. She’d been meaning to call her. She knew Mrs. Gable's garden needed weeding. With a sigh, she picked up her phone and dialed. She imagined the editor, back at the office, already considering the next manuscript.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344