The ocean's roar seemed to mock Mark's turmoil. He stared at the test results, the words "no match" echoing in his mind. He wasn't their son. A wave of sadness washed over him, but it wasn't for himself. His thoughts went immediately to his parents, the people who had given him everything.

He imagined their shock, their bewilderment, the potential hurt he knew they would feel. He pictured his mother’s tears, his father’s silence. He wanted to shield them, to protect their hearts from this blow. He felt a deep sense of connection to them, a profound concern for their well-being. He picked up a rock, and threw it as far as he could into the sea.

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