The letter was crumpled and stained, the handwriting difficult to decipher. It was from his father, dead these past five years. The words spoke of harshness, of misunderstandings, of a failure to show the love that had always been there. John found himself sitting on his father's old armchair, the worn leather comforting against his skin. A lump formed in his throat, a dull ache spreading through his chest. He felt like he could almost feel his father's touch. He ran a hand over his face, a gesture he had often seen his father make. The words felt like a bridge, spanning the gulf of death. He would finally understand.

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