“Oh, you bought the old lighthouse? That’s where the shipwreck occurred, you know,” the local fisherman had told him, a knowing look in his eyes. “The crew. The storm. A terrible tragedy.” He felt a pang of sadness as he stood in the lighthouse tower.

The waves crashed against the rocks below, a constant, mournful roar. He imagined the terrified screams, the desperate struggle for survival. He found himself walking around the exterior, examining it.

He sat for hours watching the sea. He felt an intense kinship with those who had perished. He understood the power of the ocean, the capricious nature of fate. He knew he had to do something; he started mending a small portion of the tower's walls.

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