He picked up the magazine and froze. There it was: his essay, published and presented as an example of good writing. He'd poured his heart into that essay, a story of grief, loss, and the slow, arduous path to healing. The memories crashed over him.

He pictured the other applicants, young people putting their souls on the page. His mind was filled with the familiar weight of loss, the echoing silence, the raw emotion of sharing one’s most vulnerable moments. He wished he could go back in time to tell the younger version of himself that he'd be okay.

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