Rain lashed against the windows as Amelia read the letter. It was from her estranged sister, explaining her part in the silence that had festered between them. The words were laced with an awareness of the wounds she had caused, the years wasted in bitter separation. Amelia sat in the darkness, lit only by the flickering glow of her bedside lamp. She remembered the laughter they had shared, the secrets whispered in the dead of night. She felt a pull, a longing that spread through her, a desperate need for connection. She picked up her phone and started to type a reply.

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