As Ethan stepped up to the microphone, the room blurred. The faces of his family, the well-wishers, swam before him. He was suddenly overwhelmed. He felt the weight of his father’s lifetime of responsibility.

The man, always so strong, had a slight slump to his shoulders tonight. His father, the man who had always taken care of everything, looked tired. His hand brushed his chest.

"I," Ethan began, the words catching in his throat, "I don't think I ever fully understood." He paused, searching his father’s eyes for a sign. A slow nod was his answer.

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