The wind seemed to whisper the words of the eviction notice through the cracks of Leo’s window. It was for Mr. Chen, the quiet tailor who ran the tiny shop downstairs. Leo felt a cold dread creep into his bones.

He saw Mr. Chen sitting at his sewing machine, his usual brisk efficiency replaced by a slow, almost mechanical rhythm. Leo swallowed hard and descended the stairs. He knocked timidly on the shop door, the metallic click echoing in the sudden silence.

Leo spent the next few days helping Mr. Chen pack up his shop. He found the man's usually stoic face breaking into a few smiles as they reminisced over the years. The thought of losing the gentle presence of Mr. Chen, a fixture of the neighborhood, felt like a personal loss.

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