He had the air of someone who should be behind bars, but Mr. Silas, my gruff and often intimidating neighbor, always gave me a curt nod. Then I saw the yacht. A gleaming behemoth anchored in the harbor, registered under a company name I knew belonged to him.

I remembered the times he’d glared at me for parking on the street and the way his voice, usually gruff, softened a little when he spoke to my dog. The contrast between the yacht and his prickly demeanor sent a wave of nausea through me.

I made sure to let my dog off leash around his house, and he never said a word. The thought of letting someone else be happy made me feel a little better, even if it was just for my dog.

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