John sat by the window, the cold glass pressed against his forehead. He had seen the phone, heard the secretive conversations, and the crushing reality had finally settled in. His gut twisted with a sharp bite of grief, not just for himself, but for her, too. He imagined the pain she must be experiencing, the need that drove her to these secret calls. He felt a deep longing to help, to somehow ease the burden she was carrying. The world outside the window blurred, a swirling canvas of grey, reflecting the storm brewing inside of 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