The old beach house, sun-bleached and weathered, stood as a silent witness to their shared history. Leo stood on the porch, inhaling the salty air, while his sister, Iris, meticulously examined the legal documents. The contents of their uncle's will were about to be revealed.

The will was read. Iris inherited the beach house, the most treasured item. Leo received a collection of his uncle's old surfboards and a small sum of money. He looked at Iris, knowing how much this place meant to her.

He watched the colour drain from her face as she tried to maintain a composed front. He saw the grief she felt. She turned to him, her eyes glistening.

“I know how much you loved this place,” Leo said. “It's exactly where you should be.”

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