David hated the late-night karaoke sessions emanating from the apartment upstairs. He just wanted to sleep. He knew that the people up there loved to sing. But the sheer volume of their performances gave him a headache.

He climbed the stairs, his steps slow.

When the door opened, he looked at his neighbor’s face and imagined the joy they got from singing.

“I was wondering,” he began, “if we could maybe tone down the singing a bit, especially after, say, 11 pm?” He stopped, feeling a flush creep up his neck.

He finished his sentence softly. “Sorry to be a bother.”

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