Daniel had been in the library, researching something else entirely, when he stumbled upon the book. His biography. The shock was immediate. The initial anger gave way to a profound sense of… something he couldn’t quite name. His hands trembled as he held the tome.

He thought about the author, their motives. He pictured them, probably sitting at a desk somewhere, hunched over pages of his life. He found himself wondering if the author knew the places he grew up, the smells of that town. The imagined details filled him with a curious sadness.

He felt the familiar ache in his jaw. He thought of his childhood friend, whose own life had been marked by tragedy. He found himself wondering if the author would be kind to his friend, and immediately felt a cold fear inside his chest. He wished he could protect him. The book seemed to grow heavy in his hands. He set it down gently.

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