The notice, addressed to Mr. Johnson, hit Mark like a physical blow. The man, a kind widower who always shared his garden harvest, had been a fixture in the neighborhood for years. Mark felt a sudden, sharp ache in his chest.

He found Mr. Johnson sitting in his garden, meticulously weeding. He approached him carefully, his footsteps slow and deliberate. "Is there anything I can do?" he asked, his voice thick with emotion.

Mark spent the next few weeks helping Mr. Johnson. He helped him pack, offered him a place to stay, and comforted him by recalling shared memories. The thought of the elderly gentleman losing everything, including his garden, spurred Mark to act.

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