The small, yellowed notepad. Tucked inside a drawer filled with old sewing supplies. He read the list, his face softening. “See the ocean.” His grandfather, a farmer his whole life, had never seen the sea. The image of his grandfather, a man of earth and toil, gazing at the endless water, hit a nerve.

He could feel his grandfather’s quiet, reserved, contentment; the desire to have felt the sand on his toes, the sea air. He would make it happen. He’d drive to the coast, that very weekend, and he'd take his grandmother with him.

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